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human
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update

Vladimir Mandic 2021-12-28 11:39:54 -05:00
parent e0f9c3b2af
commit 3f41077362
45 changed files with 1838 additions and 1671 deletions
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9
CHANGELOG.md
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@ -9,11 +9,14 @@
## Changelog ## Changelog
### **HEAD -> main** 2021/12/28 mandic00@live.com
- fix samples
- fix(src): typo
- change on how face box is calculated
### **2.5.7** 2021/12/27 mandic00@live.com ### **2.5.7** 2021/12/27 mandic00@live.com
### **origin/main** 2021/12/22 mandic00@live.com
- fix posenet - fix posenet
### **release: 2.5.6** 2021/12/15 mandic00@live.com ### **release: 2.5.6** 2021/12/15 mandic00@live.com

19
dist/human.d.ts vendored
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@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

19
dist/human.esm-nobundle.d.ts vendored
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@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

134
dist/human.esm-nobundle.js vendored
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@ -962,8 +962,8 @@ function GLImageFilter() {
// src/image/enhance.ts // src/image/enhance.ts
async function histogramEqualization(inputImage) { async function histogramEqualization(inputImage) {
const squeeze10 = inputImage.shape.length === 4 ? tfjs_esm_exports.squeeze(inputImage) : inputImage; const squeeze11 = inputImage.shape.length === 4 ? tfjs_esm_exports.squeeze(inputImage) : inputImage;
const channels = tfjs_esm_exports.split(squeeze10, 3, 2); const channels = tfjs_esm_exports.split(squeeze11, 3, 2);
const min2 = [tfjs_esm_exports.min(channels[0]), tfjs_esm_exports.min(channels[1]), tfjs_esm_exports.min(channels[2])]; const min2 = [tfjs_esm_exports.min(channels[0]), tfjs_esm_exports.min(channels[1]), tfjs_esm_exports.min(channels[2])];
const max4 = [tfjs_esm_exports.max(channels[0]), tfjs_esm_exports.max(channels[1]), tfjs_esm_exports.max(channels[2])]; const max4 = [tfjs_esm_exports.max(channels[0]), tfjs_esm_exports.max(channels[1]), tfjs_esm_exports.max(channels[2])];
const absMax = await Promise.all(max4.map((channel) => channel.data())); const absMax = await Promise.all(max4.map((channel) => channel.data()));
@ -973,8 +973,8 @@ async function histogramEqualization(inputImage) {
const fact = [tfjs_esm_exports.div(maxValue, range[0]), tfjs_esm_exports.div(maxValue, range[1]), tfjs_esm_exports.div(maxValue, range[2])]; const fact = [tfjs_esm_exports.div(maxValue, range[0]), tfjs_esm_exports.div(maxValue, range[1]), tfjs_esm_exports.div(maxValue, range[2])];
const enh = [tfjs_esm_exports.mul(sub10[0], fact[0]), tfjs_esm_exports.mul(sub10[1], fact[1]), tfjs_esm_exports.mul(sub10[2], fact[2])]; const enh = [tfjs_esm_exports.mul(sub10[0], fact[0]), tfjs_esm_exports.mul(sub10[1], fact[1]), tfjs_esm_exports.mul(sub10[2], fact[2])];
const rgb2 = tfjs_esm_exports.stack([enh[0], enh[1], enh[2]], 2); const rgb2 = tfjs_esm_exports.stack([enh[0], enh[1], enh[2]], 2);
const reshape8 = tfjs_esm_exports.reshape(rgb2, [1, squeeze10.shape[0], squeeze10.shape[1], 3]); const reshape8 = tfjs_esm_exports.reshape(rgb2, [1, squeeze11.shape[0], squeeze11.shape[1], 3]);
tfjs_esm_exports.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze10]); tfjs_esm_exports.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze11]);
return reshape8; return reshape8;
} }
@ -4961,13 +4961,13 @@ var invertTransformMatrix = (matrix) => {
return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]]; return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
}; };
var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])]; var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])];
function generateAnchors(inputSize9) { function generateAnchors(inputSize10) {
const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] }; const spec = { strides: [inputSize10 / 16, inputSize10 / 8], anchors: [2, 6] };
const anchors4 = []; const anchors4 = [];
for (let i = 0; i < spec.strides.length; i++) { for (let i = 0; i < spec.strides.length; i++) {
const stride = spec.strides[i]; const stride = spec.strides[i];
const gridRows = Math.floor((inputSize9 + stride - 1) / stride); const gridRows = Math.floor((inputSize10 + stride - 1) / stride);
const gridCols = Math.floor((inputSize9 + stride - 1) / stride); const gridCols = Math.floor((inputSize10 + stride - 1) / stride);
const anchorsNum = spec.anchors[i]; const anchorsNum = spec.anchors[i];
for (let gridY = 0; gridY < gridRows; gridY++) { for (let gridY = 0; gridY < gridRows; gridY++) {
const anchorY = stride * (gridY + 0.5); const anchorY = stride * (gridY + 0.5);
@ -4980,11 +4980,11 @@ function generateAnchors(inputSize9) {
} }
return anchors4; return anchors4;
} }
function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9) { function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize10) {
const boxSize = getBoxSize(box5); const boxSize = getBoxSize(box5);
const coordsScaled = coordsRaw.map((coord) => [ const coordsScaled = coordsRaw.map((coord) => [
boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2), boxSize[0] / inputSize10 * (coord[0] - inputSize10 / 2),
boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2), boxSize[1] / inputSize10 * (coord[1] - inputSize10 / 2),
coord[2] || 0 coord[2] || 0
]); ]);
const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2; const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
@ -4999,7 +4999,7 @@ function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9)
Math.trunc(coord[2] || 0) Math.trunc(coord[2] || 0)
]); ]);
} }
function correctFaceRotation(rotate, box5, input, inputSize9) { function correctFaceRotation(rotate, box5, input, inputSize10) {
const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine; const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
let angle = 0; let angle = 0;
let rotationMatrix = fixedRotationMatrix; let rotationMatrix = fixedRotationMatrix;
@ -5012,13 +5012,13 @@ function correctFaceRotation(rotate, box5, input, inputSize9) {
const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]]; const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]];
const rotated = tfjs_esm_exports.image.rotateWithOffset(input, angle, 0, centerRaw); const rotated = tfjs_esm_exports.image.rotateWithOffset(input, angle, 0, centerRaw);
rotationMatrix = buildRotationMatrix(-angle, center); rotationMatrix = buildRotationMatrix(-angle, center);
face5 = cutAndResize(box5, rotated, [inputSize9, inputSize9]); face5 = cutAndResize(box5, rotated, [inputSize10, inputSize10]);
tfjs_esm_exports.dispose(rotated); tfjs_esm_exports.dispose(rotated);
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
return [angle, rotationMatrix, face5]; return [angle, rotationMatrix, face5];
} }
@ -5121,7 +5121,7 @@ async function getBoxes(inputImage, config3) {
confidence confidence
}; };
const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]); const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]);
const enlargedBox = enlargeBox(scaledBox, faceBoxScaleFactor); const enlargedBox = enlargeBox(scaledBox, config3.face["scale"] || faceBoxScaleFactor);
const squaredBox = squarifyBox(enlargedBox); const squaredBox = squarifyBox(enlargedBox);
boxes.push(squaredBox); boxes.push(squaredBox);
Object.keys(b).forEach((tensor3) => tfjs_esm_exports.dispose(b[tensor3])); Object.keys(b).forEach((tensor3) => tfjs_esm_exports.dispose(b[tensor3]));
@ -5531,7 +5531,7 @@ async function process3(res, outputShape, config3) {
t.scores = tfjs_esm_exports.squeeze(arr[4]); t.scores = tfjs_esm_exports.squeeze(arr[4]);
t.classes = tfjs_esm_exports.squeeze(arr[5]); t.classes = tfjs_esm_exports.squeeze(arr[5]);
tfjs_esm_exports.dispose([res, ...arr]); tfjs_esm_exports.dispose([res, ...arr]);
t.nms = await tfjs_esm_exports.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence); t.nms = await tfjs_esm_exports.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence || 0);
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -5568,7 +5568,7 @@ async function predict6(input, config3) {
} }
skipped6 = 0; skipped6 = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [input.shape[2], input.shape[1]]; const outputSize2 = [input.shape[2] || 0, input.shape[1] || 0];
const resize = tfjs_esm_exports.image.resizeBilinear(input, [inputSize4, inputSize4]); const resize = tfjs_esm_exports.image.resizeBilinear(input, [inputSize4, inputSize4]);
const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null; const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null;
lastTime6 = now(); lastTime6 = now();
@ -5672,10 +5672,10 @@ async function predict7(image29, config3) {
tfjs_esm_exports.dispose(tensor3); tfjs_esm_exports.dispose(tensor3);
if (resT) { if (resT) {
cache2.keypoints.length = 0; cache2.keypoints.length = 0;
const squeeze10 = resT.squeeze(); const squeeze11 = resT.squeeze();
tfjs_esm_exports.dispose(resT); tfjs_esm_exports.dispose(resT);
const stack5 = squeeze10.unstack(2); const stack5 = squeeze11.unstack(2);
tfjs_esm_exports.dispose(squeeze10); tfjs_esm_exports.dispose(squeeze11);
for (let id = 0; id < stack5.length; id++) { for (let id = 0; id < stack5.length; id++) {
const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence); const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence);
if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) { if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) {
@ -5763,8 +5763,8 @@ async function predict8(image29, config3, idx, count2) {
const obj = []; const obj = [];
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) { if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
const t = {}; const t = {};
const inputSize9 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0; const inputSize10 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0;
t.resize = tfjs_esm_exports.image.resizeBilinear(image29, [inputSize9, inputSize9], false); t.resize = tfjs_esm_exports.image.resizeBilinear(image29, [inputSize10, inputSize10], false);
t.channels = tfjs_esm_exports.mul(t.resize, constants.rgb); t.channels = tfjs_esm_exports.mul(t.resize, constants.rgb);
t.grayscale = tfjs_esm_exports.sum(t.channels, 3, true); t.grayscale = tfjs_esm_exports.sum(t.channels, 3, true);
t.grayscaleSub = tfjs_esm_exports.sub(t.grayscale, constants.tf05); t.grayscaleSub = tfjs_esm_exports.sub(t.grayscale, constants.tf05);
@ -10287,7 +10287,7 @@ function jitter(keypoints) {
} }
return keypoints; return keypoints;
} }
function padInput(input, inputSize9) { function padInput(input, inputSize10) {
const t = {}; const t = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) if (!input.shape || !input.shape[1] || !input.shape[2])
return input; return input;
@ -10298,7 +10298,7 @@ function padInput(input, inputSize9) {
[0, 0] [0, 0]
]; ];
t.pad = tfjs_esm_exports.pad(input, cache5.padding); t.pad = tfjs_esm_exports.pad(input, cache5.padding);
t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [inputSize9, inputSize9]); t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [inputSize10, inputSize10]);
const final = tfjs_esm_exports.cast(t.resize, "int32"); const final = tfjs_esm_exports.cast(t.resize, "int32");
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
return final; return final;
@ -10457,36 +10457,36 @@ var model15;
var last9 = []; var last9 = [];
var lastTime14 = 0; var lastTime14 = 0;
var skipped14 = Number.MAX_SAFE_INTEGER; var skipped14 = Number.MAX_SAFE_INTEGER;
var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
model15.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15.modelUrl) if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath); log("load model failed:", config3.object.modelPath);
else if (config3.debug) else if (config3.debug)
log("load model:", model15.modelUrl); log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15.modelUrl); log("cached model:", model15["modelUrl"]);
return model15; return model15;
} }
async function process4(res, inputSize9, outputShape, config3) { async function process4(res, outputShape, config3) {
let id = 0; let id = 0;
let results = []; let results = [];
for (const strideSize of [1, 2, 4]) { for (const strideSize of [1, 2, 4]) {
tfjs_esm_exports.tidy(async () => { tfjs_esm_exports.tidy(async () => {
var _a, _b;
const baseSize = strideSize * 13; const baseSize = strideSize * 13;
const scoresT = (_a = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] === labels.length)) == null ? void 0 : _a.squeeze(); const scoresT = tfjs_esm_exports.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) === labels.length));
const featuresT = (_b = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] < labels.length)) == null ? void 0 : _b.squeeze(); const featuresT = tfjs_esm_exports.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) < labels.length));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]);
const boxIdx = await boxesMax.argMax(2).array(); const boxIdx = await boxesMax.argMax(2).array();
const scores = await scoresT.array(); const scores = await scoresT.array();
for (let i = 0; i < scoresT.shape[0]; i++) { for (let i = 0; i < scoresT.shape[0]; i++) {
for (let j = 0; j < scoresT.shape[1]; j++) { for (let j = 0; j < scoresT.shape[1]; j++) {
const score = scores[i][j]; const score = scores[i][j];
if (score > config3.object.minConfidence && j !== 61) { if (score > (config3.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize;
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize;
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9)); const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
@ -10543,8 +10543,8 @@ async function predict16(image29, config3) {
if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense")) if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense"))
return last9; return last9;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [image29.shape[2], image29.shape[1]]; const outputSize2 = [image29.shape[2] || 0, image29.shape[1] || 0];
const resize = tfjs_esm_exports.image.resizeBilinear(image29, [model15.inputSize, model15.inputSize], false); const resize = tfjs_esm_exports.image.resizeBilinear(image29, [inputSize9, inputSize9], false);
const norm = tfjs_esm_exports.div(resize, constants.tf255); const norm = tfjs_esm_exports.div(resize, constants.tf255);
const transpose = norm.transpose([0, 3, 1, 2]); const transpose = norm.transpose([0, 3, 1, 2]);
tfjs_esm_exports.dispose(norm); tfjs_esm_exports.dispose(norm);
@ -10554,7 +10554,7 @@ async function predict16(image29, config3) {
objectT = model15.execute(transpose); objectT = model15.execute(transpose);
lastTime14 = now(); lastTime14 = now();
tfjs_esm_exports.dispose(transpose); tfjs_esm_exports.dispose(transpose);
const obj = await process4(objectT, model15.inputSize, outputSize2, config3); const obj = await process4(objectT, outputSize2, config3);
last9 = obj; last9 = obj;
resolve(obj); resolve(obj);
}); });
@ -10951,7 +10951,8 @@ async function process5(input, background, config3) {
return { data, canvas: null, alpha: null }; return { data, canvas: null, alpha: null };
} }
const alphaCanvas = canvas(width, height); const alphaCanvas = canvas(width, height);
await tfjs_esm_exports.browser.toPixels(t.data, alphaCanvas); if (tfjs_esm_exports.browser)
await tfjs_esm_exports.browser.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext("2d"); const alphaCtx = alphaCanvas.getContext("2d");
if (config3.segmentation.blur && config3.segmentation.blur > 0) if (config3.segmentation.blur && config3.segmentation.blur > 0)
alphaCtx.filter = `blur(${config3.segmentation.blur}px)`; alphaCtx.filter = `blur(${config3.segmentation.blur}px)`;
@ -11867,7 +11868,7 @@ var calculateGaze = (face5) => {
return { bearing: 0, strength: 0 }; return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; const offsetIris = [0, -0.1];
const eyeRatio = 1; const eyeRatio = 1;
const left = face5.mesh[33][2] > face5.mesh[263][2]; const left = (face5.mesh[33][2] || 0) > (face5.mesh[263][2] || 0);
const irisCenter = left ? face5.mesh[473] : face5.mesh[468]; const irisCenter = left ? face5.mesh[473] : face5.mesh[468];
const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2]; const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2];
const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]]; const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]];
@ -11956,7 +11957,7 @@ var calculateFaceAngle = (face5, imageSize) => {
// src/face/face.ts // src/face/face.ts
var detectFace = async (instance, input) => { var detectFace = async (instance, input) => {
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v; var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v;
let timeStamp; let timeStamp = now();
let ageRes; let ageRes;
let gearRes; let gearRes;
let genderRes; let genderRes;
@ -11967,7 +11968,6 @@ var detectFace = async (instance, input) => {
let descRes; let descRes;
const faceRes = []; const faceRes = [];
instance.state = "run:face"; instance.state = "run:face";
timeStamp = now();
const faces = await predict10(input, instance.config); const faces = await predict10(input, instance.config);
instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
if (!input.shape || input.shape.length !== 4) if (!input.shape || input.shape.length !== 4)
@ -11988,63 +11988,63 @@ var detectFace = async (instance, input) => {
const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null; const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null;
instance.analyze("Start Emotion:"); instance.analyze("Start Emotion:");
if (instance.config.async) { if (instance.config.async) {
emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = "run:emotion"; instance.state = "run:emotion";
timeStamp = now(); timeStamp = now();
emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Emotion:"); instance.analyze("End Emotion:");
instance.analyze("Start AntiSpoof:"); instance.analyze("Start AntiSpoof:");
if (instance.config.async) { if (instance.config.async) {
antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:antispoof"; instance.state = "run:antispoof";
timeStamp = now(); timeStamp = now();
antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End AntiSpoof:"); instance.analyze("End AntiSpoof:");
instance.analyze("Start Liveness:"); instance.analyze("Start Liveness:");
if (instance.config.async) { if (instance.config.async) {
livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:liveness"; instance.state = "run:liveness";
timeStamp = now(); timeStamp = now();
livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Liveness:"); instance.analyze("End Liveness:");
instance.analyze("Start GEAR:"); instance.analyze("Start GEAR:");
if (instance.config.async) { if (instance.config.async) {
gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:gear"; instance.state = "run:gear";
timeStamp = now(); timeStamp = now();
gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze("End GEAR:"); instance.analyze("End GEAR:");
instance.analyze("Start SSRNet:"); instance.analyze("Start SSRNet:");
if (instance.config.async) { if (instance.config.async) {
ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:ssrnet"; instance.state = "run:ssrnet";
timeStamp = now(); timeStamp = now();
ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End SSRNet:"); instance.analyze("End SSRNet:");
instance.analyze("Start MobileFaceNet:"); instance.analyze("Start MobileFaceNet:");
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:mobilefacenet"; instance.state = "run:mobilefacenet";
timeStamp = now(); timeStamp = now();
mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tfjs_esm_exports.tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End MobileFaceNet:"); instance.analyze("End MobileFaceNet:");
@ -12062,12 +12062,26 @@ var detectFace = async (instance, input) => {
[ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]); [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
} }
instance.analyze("Finish Face:"); instance.analyze("Finish Face:");
if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) {
descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) ...descRes,
descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; age: ageRes.age,
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) gender: genderRes.gender,
genderScore: genderRes.genderScore
};
}
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) {
descRes = {
...descRes,
age: gearRes.age,
gender: gearRes.gender,
genderScore: gearRes.genderScore,
race: gearRes.race
};
}
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) {
descRes.descriptor = mobilefacenetRes; descRes.descriptor = mobilefacenetRes;
}
if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) { if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) {
} }
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;

4
dist/human.esm-nobundle.js.map vendored
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19
dist/human.esm.d.ts vendored
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@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

150
dist/human.esm.js vendored
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@ -16132,15 +16132,15 @@ function getSparseReshapeEmptyTensorZeroOutputDimErrorMessage() {
return "reshape cannot infer the missing input size for an empty tensor unless all specified input sizes are non-zero"; return "reshape cannot infer the missing input size for an empty tensor unless all specified input sizes are non-zero";
} }
function getSparseReshapeInputOutputMultipleErrorMessage(inputShape, outputShape) { function getSparseReshapeInputOutputMultipleErrorMessage(inputShape, outputShape) {
const inputSize9 = sizeFromShape(inputShape); const inputSize10 = sizeFromShape(inputShape);
const outputSize2 = sizeFromShape(outputShape); const outputSize2 = sizeFromShape(outputShape);
return `Input to reshape is a SparseTensor with ${inputSize9} return `Input to reshape is a SparseTensor with ${inputSize10}
dense values, but the requested shape requires a multiple of ${outputSize2}. inputShape=${inputShape} outputShape= ${outputShape}`; dense values, but the requested shape requires a multiple of ${outputSize2}. inputShape=${inputShape} outputShape= ${outputShape}`;
} }
function getSparseReshapeInputOutputMismatchErrorMessage(inputShape, outputShape) { function getSparseReshapeInputOutputMismatchErrorMessage(inputShape, outputShape) {
const inputSize9 = sizeFromShape(inputShape); const inputSize10 = sizeFromShape(inputShape);
const outputSize2 = sizeFromShape(outputShape); const outputSize2 = sizeFromShape(outputShape);
return `Input to reshape is a tensor with ${inputSize9} dense values, but the requested shape has ${outputSize2}. inputShape=${inputShape} outputShape=${outputShape}`; return `Input to reshape is a tensor with ${inputSize10} dense values, but the requested shape has ${outputSize2}. inputShape=${inputShape} outputShape=${outputShape}`;
} }
function getSparseSegmentReductionNegativeSegmentIdsErrorMessage() { function getSparseSegmentReductionNegativeSegmentIdsErrorMessage() {
return `segment ids must be >= 0`; return `segment ids must be >= 0`;
@ -43418,17 +43418,17 @@ function fftBatch(input2, inverse, cpuBackend) {
return result; return result;
} }
function fftImpl(input2, inverse, cpuBackend) { function fftImpl(input2, inverse, cpuBackend) {
const inputSize9 = util_exports.sizeFromShape(input2.shape); const inputSize10 = util_exports.sizeFromShape(input2.shape);
const inputVals = cpuBackend.data.get(input2.dataId); const inputVals = cpuBackend.data.get(input2.dataId);
const realVals = cpuBackend.data.get(inputVals.complexTensorInfos.real.dataId).values; const realVals = cpuBackend.data.get(inputVals.complexTensorInfos.real.dataId).values;
const imagVals = cpuBackend.data.get(inputVals.complexTensorInfos.imag.dataId).values; const imagVals = cpuBackend.data.get(inputVals.complexTensorInfos.imag.dataId).values;
if (isExponentOf2(inputSize9)) { if (isExponentOf2(inputSize10)) {
const result = fftRadix2(realVals, imagVals, inputSize9, inverse, cpuBackend); const result = fftRadix2(realVals, imagVals, inputSize10, inverse, cpuBackend);
const resultShape = [input2.shape[0], input2.shape[1]]; const resultShape = [input2.shape[0], input2.shape[1]];
if (inverse) { if (inverse) {
const realInfo = cpuBackend.makeTensorInfo(resultShape, "float32", result.real); const realInfo = cpuBackend.makeTensorInfo(resultShape, "float32", result.real);
const imagInfo = cpuBackend.makeTensorInfo(resultShape, "float32", result.imag); const imagInfo = cpuBackend.makeTensorInfo(resultShape, "float32", result.imag);
const sizeInfo = cpuBackend.makeTensorInfo([], "float32", util_exports.createScalarValue(inputSize9, "float32")); const sizeInfo = cpuBackend.makeTensorInfo([], "float32", util_exports.createScalarValue(inputSize10, "float32"));
const sizeInfoCopy = identity2({ inputs: { x: sizeInfo }, backend: cpuBackend }); const sizeInfoCopy = identity2({ inputs: { x: sizeInfo }, backend: cpuBackend });
const divRealInfo = realDivConfig.kernelFunc({ inputs: { a: realInfo, b: sizeInfo }, backend: cpuBackend }); const divRealInfo = realDivConfig.kernelFunc({ inputs: { a: realInfo, b: sizeInfo }, backend: cpuBackend });
const divImagInfo = realDivConfig.kernelFunc({ inputs: { a: imagInfo, b: sizeInfoCopy }, backend: cpuBackend }); const divImagInfo = realDivConfig.kernelFunc({ inputs: { a: imagInfo, b: sizeInfoCopy }, backend: cpuBackend });
@ -43445,7 +43445,7 @@ function fftImpl(input2, inverse, cpuBackend) {
return result; return result;
} else { } else {
const data = backend_util_exports.mergeRealAndImagArrays(realVals, imagVals); const data = backend_util_exports.mergeRealAndImagArrays(realVals, imagVals);
const rawOutput = fourierTransformByMatmul(data, inputSize9, inverse); const rawOutput = fourierTransformByMatmul(data, inputSize10, inverse);
return backend_util_exports.splitRealAndImagArrays(rawOutput); return backend_util_exports.splitRealAndImagArrays(rawOutput);
} }
} }
@ -43567,9 +43567,9 @@ function fourierTransformByMatmul(data, size2, inverse) {
function fft2(args) { function fft2(args) {
const { inputs, backend: backend22 } = args; const { inputs, backend: backend22 } = args;
const { input: input2 } = inputs; const { input: input2 } = inputs;
const inputSize9 = util_exports.sizeFromShape(input2.shape); const inputSize10 = util_exports.sizeFromShape(input2.shape);
const innerDimensionSize = input2.shape[input2.shape.length - 1]; const innerDimensionSize = input2.shape[input2.shape.length - 1];
const batch = inputSize9 / innerDimensionSize; const batch = inputSize10 / innerDimensionSize;
const input2D = reshape3({ const input2D = reshape3({
inputs: { x: input2 }, inputs: { x: input2 },
backend: backend22, backend: backend22,
@ -43790,9 +43790,9 @@ var gatherV2Config = {
function ifft2(args) { function ifft2(args) {
const { inputs, backend: backend22 } = args; const { inputs, backend: backend22 } = args;
const { input: input2 } = inputs; const { input: input2 } = inputs;
const inputSize9 = util_exports.sizeFromShape(input2.shape); const inputSize10 = util_exports.sizeFromShape(input2.shape);
const innerDimensionSize = input2.shape[input2.shape.length - 1]; const innerDimensionSize = input2.shape[input2.shape.length - 1];
const batch = inputSize9 / innerDimensionSize; const batch = inputSize10 / innerDimensionSize;
const input2D = reshape3({ const input2D = reshape3({
inputs: { x: input2 }, inputs: { x: input2 },
backend: backend22, backend: backend22,
@ -55477,9 +55477,9 @@ var FFTProgram = class {
}; };
function fftImpl2(x, inverse, backend22) { function fftImpl2(x, inverse, backend22) {
const xData = backend22.texData.get(x.dataId); const xData = backend22.texData.get(x.dataId);
const inputSize9 = util_exports.sizeFromShape(x.shape); const inputSize10 = util_exports.sizeFromShape(x.shape);
const innerDimensionSize = x.shape[x.shape.length - 1]; const innerDimensionSize = x.shape[x.shape.length - 1];
const batch = inputSize9 / innerDimensionSize; const batch = inputSize10 / innerDimensionSize;
const input2D = reshape4({ inputs: { x }, backend: backend22, attrs: { shape: [batch, innerDimensionSize] } }); const input2D = reshape4({ inputs: { x }, backend: backend22, attrs: { shape: [batch, innerDimensionSize] } });
const xShape = input2D.shape; const xShape = input2D.shape;
const realProgram = new FFTProgram("real", xShape, inverse); const realProgram = new FFTProgram("real", xShape, inverse);
@ -75725,13 +75725,13 @@ var invertTransformMatrix = (matrix) => {
return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]]; return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
}; };
var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot4(homogeneousCoordinate, rotationMatrix[0]), dot4(homogeneousCoordinate, rotationMatrix[1])]; var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot4(homogeneousCoordinate, rotationMatrix[0]), dot4(homogeneousCoordinate, rotationMatrix[1])];
function generateAnchors(inputSize9) { function generateAnchors(inputSize10) {
const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] }; const spec = { strides: [inputSize10 / 16, inputSize10 / 8], anchors: [2, 6] };
const anchors4 = []; const anchors4 = [];
for (let i = 0; i < spec.strides.length; i++) { for (let i = 0; i < spec.strides.length; i++) {
const stride = spec.strides[i]; const stride = spec.strides[i];
const gridRows = Math.floor((inputSize9 + stride - 1) / stride); const gridRows = Math.floor((inputSize10 + stride - 1) / stride);
const gridCols = Math.floor((inputSize9 + stride - 1) / stride); const gridCols = Math.floor((inputSize10 + stride - 1) / stride);
const anchorsNum = spec.anchors[i]; const anchorsNum = spec.anchors[i];
for (let gridY = 0; gridY < gridRows; gridY++) { for (let gridY = 0; gridY < gridRows; gridY++) {
const anchorY = stride * (gridY + 0.5); const anchorY = stride * (gridY + 0.5);
@ -75744,11 +75744,11 @@ function generateAnchors(inputSize9) {
} }
return anchors4; return anchors4;
} }
function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9) { function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize10) {
const boxSize = getBoxSize(box5); const boxSize = getBoxSize(box5);
const coordsScaled = coordsRaw.map((coord) => [ const coordsScaled = coordsRaw.map((coord) => [
boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2), boxSize[0] / inputSize10 * (coord[0] - inputSize10 / 2),
boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2), boxSize[1] / inputSize10 * (coord[1] - inputSize10 / 2),
coord[2] || 0 coord[2] || 0
]); ]);
const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2; const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
@ -75763,7 +75763,7 @@ function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9)
Math.trunc(coord[2] || 0) Math.trunc(coord[2] || 0)
]); ]);
} }
function correctFaceRotation(rotate, box5, input2, inputSize9) { function correctFaceRotation(rotate, box5, input2, inputSize10) {
const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine; const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
let angle = 0; let angle = 0;
let rotationMatrix = fixedRotationMatrix; let rotationMatrix = fixedRotationMatrix;
@ -75776,13 +75776,13 @@ function correctFaceRotation(rotate, box5, input2, inputSize9) {
const centerRaw = [center[0] / input2.shape[2], center[1] / input2.shape[1]]; const centerRaw = [center[0] / input2.shape[2], center[1] / input2.shape[1]];
const rotated = image.rotateWithOffset(input2, angle, 0, centerRaw); const rotated = image.rotateWithOffset(input2, angle, 0, centerRaw);
rotationMatrix = buildRotationMatrix(-angle, center); rotationMatrix = buildRotationMatrix(-angle, center);
face5 = cutAndResize(box5, rotated, [inputSize9, inputSize9]); face5 = cutAndResize(box5, rotated, [inputSize10, inputSize10]);
dispose(rotated); dispose(rotated);
} else { } else {
face5 = cutAndResize(box5, input2, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input2, [inputSize10, inputSize10]);
} }
} else { } else {
face5 = cutAndResize(box5, input2, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input2, [inputSize10, inputSize10]);
} }
return [angle, rotationMatrix, face5]; return [angle, rotationMatrix, face5];
} }
@ -75885,7 +75885,7 @@ async function getBoxes(inputImage, config3) {
confidence confidence
}; };
const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]); const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]);
const enlargedBox = enlargeBox(scaledBox, faceBoxScaleFactor); const enlargedBox = enlargeBox(scaledBox, config3.face["scale"] || faceBoxScaleFactor);
const squaredBox = squarifyBox(enlargedBox); const squaredBox = squarifyBox(enlargedBox);
boxes.push(squaredBox); boxes.push(squaredBox);
Object.keys(b).forEach((tensor2) => dispose(b[tensor2])); Object.keys(b).forEach((tensor2) => dispose(b[tensor2]));
@ -76295,7 +76295,7 @@ async function process3(res, outputShape, config3) {
t.scores = squeeze(arr[4]); t.scores = squeeze(arr[4]);
t.classes = squeeze(arr[5]); t.classes = squeeze(arr[5]);
dispose([res, ...arr]); dispose([res, ...arr]);
t.nms = await image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence); t.nms = await image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence || 0);
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -76332,7 +76332,7 @@ async function predict6(input2, config3) {
} }
skipped6 = 0; skipped6 = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [input2.shape[2], input2.shape[1]]; const outputSize2 = [input2.shape[2] || 0, input2.shape[1] || 0];
const resize = image.resizeBilinear(input2, [inputSize4, inputSize4]); const resize = image.resizeBilinear(input2, [inputSize4, inputSize4]);
const objectT = config3.object.enabled ? model7 == null ? void 0 : model7.execute(resize, ["tower_0/detections"]) : null; const objectT = config3.object.enabled ? model7 == null ? void 0 : model7.execute(resize, ["tower_0/detections"]) : null;
lastTime6 = now(); lastTime6 = now();
@ -76527,8 +76527,8 @@ async function predict8(image7, config3, idx, count3) {
const obj = []; const obj = [];
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) { if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
const t = {}; const t = {};
const inputSize9 = (model9 == null ? void 0 : model9.inputs[0].shape) ? model9.inputs[0].shape[2] : 0; const inputSize10 = (model9 == null ? void 0 : model9.inputs[0].shape) ? model9.inputs[0].shape[2] : 0;
t.resize = image.resizeBilinear(image7, [inputSize9, inputSize9], false); t.resize = image.resizeBilinear(image7, [inputSize10, inputSize10], false);
t.channels = mul(t.resize, constants.rgb); t.channels = mul(t.resize, constants.rgb);
t.grayscale = sum2(t.channels, 3, true); t.grayscale = sum2(t.channels, 3, true);
t.grayscaleSub = sub(t.grayscale, constants.tf05); t.grayscaleSub = sub(t.grayscale, constants.tf05);
@ -81051,7 +81051,7 @@ function jitter(keypoints) {
} }
return keypoints; return keypoints;
} }
function padInput(input2, inputSize9) { function padInput(input2, inputSize10) {
const t = {}; const t = {};
if (!input2.shape || !input2.shape[1] || !input2.shape[2]) if (!input2.shape || !input2.shape[1] || !input2.shape[2])
return input2; return input2;
@ -81062,7 +81062,7 @@ function padInput(input2, inputSize9) {
[0, 0] [0, 0]
]; ];
t.pad = pad(input2, cache5.padding); t.pad = pad(input2, cache5.padding);
t.resize = image.resizeBilinear(t.pad, [inputSize9, inputSize9]); t.resize = image.resizeBilinear(t.pad, [inputSize10, inputSize10]);
const final = cast(t.resize, "int32"); const final = cast(t.resize, "int32");
Object.keys(t).forEach((tensor2) => dispose(t[tensor2])); Object.keys(t).forEach((tensor2) => dispose(t[tensor2]));
return final; return final;
@ -81221,36 +81221,36 @@ var model16;
var last9 = []; var last9 = [];
var lastTime14 = 0; var lastTime14 = 0;
var skipped14 = Number.MAX_SAFE_INTEGER; var skipped14 = Number.MAX_SAFE_INTEGER;
var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model16 || env2.initial) { if (!model16 || env2.initial) {
model16 = await loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || "")); model16 = await loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
const inputs = Object.values(model16.modelSignature["inputs"]); const inputs = Object.values(model16.modelSignature["inputs"]);
model16.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model16 || !model16.modelUrl) if (!model16 || !model16["modelUrl"])
log("load model failed:", config3.object.modelPath); log("load model failed:", config3.object.modelPath);
else if (config3.debug) else if (config3.debug)
log("load model:", model16.modelUrl); log("load model:", model16["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model16.modelUrl); log("cached model:", model16["modelUrl"]);
return model16; return model16;
} }
async function process4(res, inputSize9, outputShape, config3) { async function process4(res, outputShape, config3) {
let id = 0; let id = 0;
let results = []; let results = [];
for (const strideSize of [1, 2, 4]) { for (const strideSize of [1, 2, 4]) {
tidy(async () => { tidy(async () => {
var _a, _b;
const baseSize = strideSize * 13; const baseSize = strideSize * 13;
const scoresT = (_a = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] === labels.length)) == null ? void 0 : _a.squeeze(); const scoresT = squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) === labels.length));
const featuresT = (_b = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] < labels.length)) == null ? void 0 : _b.squeeze(); const featuresT = squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) < labels.length));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]);
const boxIdx = await boxesMax.argMax(2).array(); const boxIdx = await boxesMax.argMax(2).array();
const scores = await scoresT.array(); const scores = await scoresT.array();
for (let i = 0; i < scoresT.shape[0]; i++) { for (let i = 0; i < scoresT.shape[0]; i++) {
for (let j = 0; j < scoresT.shape[1]; j++) { for (let j = 0; j < scoresT.shape[1]; j++) {
const score = scores[i][j]; const score = scores[i][j];
if (score > config3.object.minConfidence && j !== 61) { if (score > (config3.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize;
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize;
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9)); const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
@ -81307,8 +81307,8 @@ async function predict16(image7, config3) {
if (!env2.kernels.includes("mod") || !env2.kernels.includes("sparsetodense")) if (!env2.kernels.includes("mod") || !env2.kernels.includes("sparsetodense"))
return last9; return last9;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [image7.shape[2], image7.shape[1]]; const outputSize2 = [image7.shape[2] || 0, image7.shape[1] || 0];
const resize = image.resizeBilinear(image7, [model16.inputSize, model16.inputSize], false); const resize = image.resizeBilinear(image7, [inputSize9, inputSize9], false);
const norm2 = div(resize, constants.tf255); const norm2 = div(resize, constants.tf255);
const transpose6 = norm2.transpose([0, 3, 1, 2]); const transpose6 = norm2.transpose([0, 3, 1, 2]);
dispose(norm2); dispose(norm2);
@ -81318,7 +81318,7 @@ async function predict16(image7, config3) {
objectT = model16.execute(transpose6); objectT = model16.execute(transpose6);
lastTime14 = now(); lastTime14 = now();
dispose(transpose6); dispose(transpose6);
const obj = await process4(objectT, model16.inputSize, outputSize2, config3); const obj = await process4(objectT, outputSize2, config3);
last9 = obj; last9 = obj;
resolve(obj); resolve(obj);
}); });
@ -81715,7 +81715,8 @@ async function process5(input2, background, config3) {
return { data, canvas: null, alpha: null }; return { data, canvas: null, alpha: null };
} }
const alphaCanvas = canvas(width, height); const alphaCanvas = canvas(width, height);
await browser_exports.toPixels(t.data, alphaCanvas); if (browser_exports)
await browser_exports.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext("2d"); const alphaCtx = alphaCanvas.getContext("2d");
if (config3.segmentation.blur && config3.segmentation.blur > 0) if (config3.segmentation.blur && config3.segmentation.blur > 0)
alphaCtx.filter = `blur(${config3.segmentation.blur}px)`; alphaCtx.filter = `blur(${config3.segmentation.blur}px)`;
@ -82631,7 +82632,7 @@ var calculateGaze = (face5) => {
return { bearing: 0, strength: 0 }; return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; const offsetIris = [0, -0.1];
const eyeRatio = 1; const eyeRatio = 1;
const left = face5.mesh[33][2] > face5.mesh[263][2]; const left = (face5.mesh[33][2] || 0) > (face5.mesh[263][2] || 0);
const irisCenter = left ? face5.mesh[473] : face5.mesh[468]; const irisCenter = left ? face5.mesh[473] : face5.mesh[468];
const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2]; const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2];
const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]]; const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]];
@ -82720,7 +82721,7 @@ var calculateFaceAngle = (face5, imageSize) => {
// src/face/face.ts // src/face/face.ts
var detectFace = async (instance, input2) => { var detectFace = async (instance, input2) => {
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v; var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v;
let timeStamp; let timeStamp = now();
let ageRes; let ageRes;
let gearRes; let gearRes;
let genderRes; let genderRes;
@ -82731,7 +82732,6 @@ var detectFace = async (instance, input2) => {
let descRes; let descRes;
const faceRes = []; const faceRes = [];
instance.state = "run:face"; instance.state = "run:face";
timeStamp = now();
const faces = await predict10(input2, instance.config); const faces = await predict10(input2, instance.config);
instance.performance.face = env2.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env2.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
if (!input2.shape || input2.shape.length !== 4) if (!input2.shape || input2.shape.length !== 4)
@ -82752,63 +82752,63 @@ var detectFace = async (instance, input2) => {
const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]) : null; const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input2.shape[2], input2.shape[1]]) : null;
instance.analyze("Start Emotion:"); instance.analyze("Start Emotion:");
if (instance.config.async) { if (instance.config.async) {
emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = "run:emotion"; instance.state = "run:emotion";
timeStamp = now(); timeStamp = now();
emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env2.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env2.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Emotion:"); instance.analyze("End Emotion:");
instance.analyze("Start AntiSpoof:"); instance.analyze("Start AntiSpoof:");
if (instance.config.async) { if (instance.config.async) {
antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:antispoof"; instance.state = "run:antispoof";
timeStamp = now(); timeStamp = now();
antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env2.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env2.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End AntiSpoof:"); instance.analyze("End AntiSpoof:");
instance.analyze("Start Liveness:"); instance.analyze("Start Liveness:");
if (instance.config.async) { if (instance.config.async) {
livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:liveness"; instance.state = "run:liveness";
timeStamp = now(); timeStamp = now();
livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env2.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env2.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Liveness:"); instance.analyze("End Liveness:");
instance.analyze("Start GEAR:"); instance.analyze("Start GEAR:");
if (instance.config.async) { if (instance.config.async) {
gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:gear"; instance.state = "run:gear";
timeStamp = now(); timeStamp = now();
gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze("End GEAR:"); instance.analyze("End GEAR:");
instance.analyze("Start SSRNet:"); instance.analyze("Start SSRNet:");
if (instance.config.async) { if (instance.config.async) {
ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:ssrnet"; instance.state = "run:ssrnet";
timeStamp = now(); timeStamp = now();
ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End SSRNet:"); instance.analyze("End SSRNet:");
instance.analyze("Start MobileFaceNet:"); instance.analyze("Start MobileFaceNet:");
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:mobilefacenet"; instance.state = "run:mobilefacenet";
timeStamp = now(); timeStamp = now();
mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End MobileFaceNet:"); instance.analyze("End MobileFaceNet:");
@ -82826,12 +82826,26 @@ var detectFace = async (instance, input2) => {
[ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]); [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
} }
instance.analyze("Finish Face:"); instance.analyze("Finish Face:");
if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) {
descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) ...descRes,
descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; age: ageRes.age,
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) gender: genderRes.gender,
genderScore: genderRes.genderScore
};
}
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) {
descRes = {
...descRes,
age: gearRes.age,
gender: gearRes.gender,
genderScore: gearRes.genderScore,
race: gearRes.race
};
}
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) {
descRes.descriptor = mobilefacenetRes; descRes.descriptor = mobilefacenetRes;
}
if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) { if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) {
} }
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0; const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;

4
dist/human.esm.js.map vendored
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19
dist/human.node-gpu.d.ts vendored
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@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

134
dist/human.node-gpu.js vendored
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@ -979,8 +979,8 @@ function GLImageFilter() {
// src/image/enhance.ts // src/image/enhance.ts
var tf = __toModule(require_tfjs_esm()); var tf = __toModule(require_tfjs_esm());
async function histogramEqualization(inputImage) { async function histogramEqualization(inputImage) {
const squeeze10 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage; const squeeze11 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage;
const channels = tf.split(squeeze10, 3, 2); const channels = tf.split(squeeze11, 3, 2);
const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])]; const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])];
const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])]; const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])];
const absMax = await Promise.all(max4.map((channel) => channel.data())); const absMax = await Promise.all(max4.map((channel) => channel.data()));
@ -990,8 +990,8 @@ async function histogramEqualization(inputImage) {
const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])]; const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])];
const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])]; const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])];
const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2); const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2);
const reshape8 = tf.reshape(rgb2, [1, squeeze10.shape[0], squeeze10.shape[1], 3]); const reshape8 = tf.reshape(rgb2, [1, squeeze11.shape[0], squeeze11.shape[1], 3]);
tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze10]); tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze11]);
return reshape8; return reshape8;
} }
@ -4997,13 +4997,13 @@ var invertTransformMatrix = (matrix) => {
return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]]; return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
}; };
var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])]; var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])];
function generateAnchors(inputSize9) { function generateAnchors(inputSize10) {
const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] }; const spec = { strides: [inputSize10 / 16, inputSize10 / 8], anchors: [2, 6] };
const anchors4 = []; const anchors4 = [];
for (let i = 0; i < spec.strides.length; i++) { for (let i = 0; i < spec.strides.length; i++) {
const stride = spec.strides[i]; const stride = spec.strides[i];
const gridRows = Math.floor((inputSize9 + stride - 1) / stride); const gridRows = Math.floor((inputSize10 + stride - 1) / stride);
const gridCols = Math.floor((inputSize9 + stride - 1) / stride); const gridCols = Math.floor((inputSize10 + stride - 1) / stride);
const anchorsNum = spec.anchors[i]; const anchorsNum = spec.anchors[i];
for (let gridY = 0; gridY < gridRows; gridY++) { for (let gridY = 0; gridY < gridRows; gridY++) {
const anchorY = stride * (gridY + 0.5); const anchorY = stride * (gridY + 0.5);
@ -5016,11 +5016,11 @@ function generateAnchors(inputSize9) {
} }
return anchors4; return anchors4;
} }
function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9) { function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize10) {
const boxSize = getBoxSize(box5); const boxSize = getBoxSize(box5);
const coordsScaled = coordsRaw.map((coord) => [ const coordsScaled = coordsRaw.map((coord) => [
boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2), boxSize[0] / inputSize10 * (coord[0] - inputSize10 / 2),
boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2), boxSize[1] / inputSize10 * (coord[1] - inputSize10 / 2),
coord[2] || 0 coord[2] || 0
]); ]);
const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2; const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
@ -5035,7 +5035,7 @@ function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9)
Math.trunc(coord[2] || 0) Math.trunc(coord[2] || 0)
]); ]);
} }
function correctFaceRotation(rotate, box5, input, inputSize9) { function correctFaceRotation(rotate, box5, input, inputSize10) {
const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine; const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
let angle = 0; let angle = 0;
let rotationMatrix = fixedRotationMatrix; let rotationMatrix = fixedRotationMatrix;
@ -5048,13 +5048,13 @@ function correctFaceRotation(rotate, box5, input, inputSize9) {
const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]]; const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]];
const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw); const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw);
rotationMatrix = buildRotationMatrix(-angle, center); rotationMatrix = buildRotationMatrix(-angle, center);
face5 = cutAndResize(box5, rotated, [inputSize9, inputSize9]); face5 = cutAndResize(box5, rotated, [inputSize10, inputSize10]);
tf9.dispose(rotated); tf9.dispose(rotated);
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
return [angle, rotationMatrix, face5]; return [angle, rotationMatrix, face5];
} }
@ -5157,7 +5157,7 @@ async function getBoxes(inputImage, config3) {
confidence confidence
}; };
const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]); const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]);
const enlargedBox = enlargeBox(scaledBox, faceBoxScaleFactor); const enlargedBox = enlargeBox(scaledBox, config3.face["scale"] || faceBoxScaleFactor);
const squaredBox = squarifyBox(enlargedBox); const squaredBox = squarifyBox(enlargedBox);
boxes.push(squaredBox); boxes.push(squaredBox);
Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3])); Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3]));
@ -5574,7 +5574,7 @@ async function process3(res, outputShape, config3) {
t.scores = tf13.squeeze(arr[4]); t.scores = tf13.squeeze(arr[4]);
t.classes = tf13.squeeze(arr[5]); t.classes = tf13.squeeze(arr[5]);
tf13.dispose([res, ...arr]); tf13.dispose([res, ...arr]);
t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence); t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence || 0);
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -5611,7 +5611,7 @@ async function predict6(input, config3) {
} }
skipped6 = 0; skipped6 = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [input.shape[2], input.shape[1]]; const outputSize2 = [input.shape[2] || 0, input.shape[1] || 0];
const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]); const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]);
const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null; const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null;
lastTime6 = now(); lastTime6 = now();
@ -5718,10 +5718,10 @@ async function predict7(image29, config3) {
tf14.dispose(tensor3); tf14.dispose(tensor3);
if (resT) { if (resT) {
cache2.keypoints.length = 0; cache2.keypoints.length = 0;
const squeeze10 = resT.squeeze(); const squeeze11 = resT.squeeze();
tf14.dispose(resT); tf14.dispose(resT);
const stack5 = squeeze10.unstack(2); const stack5 = squeeze11.unstack(2);
tf14.dispose(squeeze10); tf14.dispose(squeeze11);
for (let id = 0; id < stack5.length; id++) { for (let id = 0; id < stack5.length; id++) {
const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence); const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence);
if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) { if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) {
@ -5810,8 +5810,8 @@ async function predict8(image29, config3, idx, count2) {
const obj = []; const obj = [];
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) { if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
const t = {}; const t = {};
const inputSize9 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0; const inputSize10 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0;
t.resize = tf15.image.resizeBilinear(image29, [inputSize9, inputSize9], false); t.resize = tf15.image.resizeBilinear(image29, [inputSize10, inputSize10], false);
t.channels = tf15.mul(t.resize, constants.rgb); t.channels = tf15.mul(t.resize, constants.rgb);
t.grayscale = tf15.sum(t.channels, 3, true); t.grayscale = tf15.sum(t.channels, 3, true);
t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05); t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05);
@ -10354,7 +10354,7 @@ function jitter(keypoints) {
} }
return keypoints; return keypoints;
} }
function padInput(input, inputSize9) { function padInput(input, inputSize10) {
const t = {}; const t = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) if (!input.shape || !input.shape[1] || !input.shape[2])
return input; return input;
@ -10365,7 +10365,7 @@ function padInput(input, inputSize9) {
[0, 0] [0, 0]
]; ];
t.pad = tf26.pad(input, cache5.padding); t.pad = tf26.pad(input, cache5.padding);
t.resize = tf26.image.resizeBilinear(t.pad, [inputSize9, inputSize9]); t.resize = tf26.image.resizeBilinear(t.pad, [inputSize10, inputSize10]);
const final = tf26.cast(t.resize, "int32"); const final = tf26.cast(t.resize, "int32");
Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3]));
return final; return final;
@ -10525,36 +10525,36 @@ var model15;
var last9 = []; var last9 = [];
var lastTime14 = 0; var lastTime14 = 0;
var skipped14 = Number.MAX_SAFE_INTEGER; var skipped14 = Number.MAX_SAFE_INTEGER;
var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
model15.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15.modelUrl) if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath); log("load model failed:", config3.object.modelPath);
else if (config3.debug) else if (config3.debug)
log("load model:", model15.modelUrl); log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15.modelUrl); log("cached model:", model15["modelUrl"]);
return model15; return model15;
} }
async function process4(res, inputSize9, outputShape, config3) { async function process4(res, outputShape, config3) {
let id = 0; let id = 0;
let results = []; let results = [];
for (const strideSize of [1, 2, 4]) { for (const strideSize of [1, 2, 4]) {
tf28.tidy(async () => { tf28.tidy(async () => {
var _a, _b;
const baseSize = strideSize * 13; const baseSize = strideSize * 13;
const scoresT = (_a = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] === labels.length)) == null ? void 0 : _a.squeeze(); const scoresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) === labels.length));
const featuresT = (_b = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] < labels.length)) == null ? void 0 : _b.squeeze(); const featuresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) < labels.length));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]);
const boxIdx = await boxesMax.argMax(2).array(); const boxIdx = await boxesMax.argMax(2).array();
const scores = await scoresT.array(); const scores = await scoresT.array();
for (let i = 0; i < scoresT.shape[0]; i++) { for (let i = 0; i < scoresT.shape[0]; i++) {
for (let j = 0; j < scoresT.shape[1]; j++) { for (let j = 0; j < scoresT.shape[1]; j++) {
const score = scores[i][j]; const score = scores[i][j];
if (score > config3.object.minConfidence && j !== 61) { if (score > (config3.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize;
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize;
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9)); const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
@ -10611,8 +10611,8 @@ async function predict16(image29, config3) {
if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense")) if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense"))
return last9; return last9;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [image29.shape[2], image29.shape[1]]; const outputSize2 = [image29.shape[2] || 0, image29.shape[1] || 0];
const resize = tf28.image.resizeBilinear(image29, [model15.inputSize, model15.inputSize], false); const resize = tf28.image.resizeBilinear(image29, [inputSize9, inputSize9], false);
const norm = tf28.div(resize, constants.tf255); const norm = tf28.div(resize, constants.tf255);
const transpose = norm.transpose([0, 3, 1, 2]); const transpose = norm.transpose([0, 3, 1, 2]);
tf28.dispose(norm); tf28.dispose(norm);
@ -10622,7 +10622,7 @@ async function predict16(image29, config3) {
objectT = model15.execute(transpose); objectT = model15.execute(transpose);
lastTime14 = now(); lastTime14 = now();
tf28.dispose(transpose); tf28.dispose(transpose);
const obj = await process4(objectT, model15.inputSize, outputSize2, config3); const obj = await process4(objectT, outputSize2, config3);
last9 = obj; last9 = obj;
resolve(obj); resolve(obj);
}); });
@ -11023,7 +11023,8 @@ async function process5(input, background, config3) {
return { data, canvas: null, alpha: null }; return { data, canvas: null, alpha: null };
} }
const alphaCanvas = canvas(width, height); const alphaCanvas = canvas(width, height);
await tf30.browser.toPixels(t.data, alphaCanvas); if (tf30.browser)
await tf30.browser.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext("2d"); const alphaCtx = alphaCanvas.getContext("2d");
if (config3.segmentation.blur && config3.segmentation.blur > 0) if (config3.segmentation.blur && config3.segmentation.blur > 0)
alphaCtx.filter = `blur(${config3.segmentation.blur}px)`; alphaCtx.filter = `blur(${config3.segmentation.blur}px)`;
@ -11944,7 +11945,7 @@ var calculateGaze = (face5) => {
return { bearing: 0, strength: 0 }; return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; const offsetIris = [0, -0.1];
const eyeRatio = 1; const eyeRatio = 1;
const left = face5.mesh[33][2] > face5.mesh[263][2]; const left = (face5.mesh[33][2] || 0) > (face5.mesh[263][2] || 0);
const irisCenter = left ? face5.mesh[473] : face5.mesh[468]; const irisCenter = left ? face5.mesh[473] : face5.mesh[468];
const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2]; const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2];
const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]]; const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]];
@ -12033,7 +12034,7 @@ var calculateFaceAngle = (face5, imageSize) => {
// src/face/face.ts // src/face/face.ts
var detectFace = async (instance, input) => { var detectFace = async (instance, input) => {
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v; var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v;
let timeStamp; let timeStamp = now();
let ageRes; let ageRes;
let gearRes; let gearRes;
let genderRes; let genderRes;
@ -12044,7 +12045,6 @@ var detectFace = async (instance, input) => {
let descRes; let descRes;
const faceRes = []; const faceRes = [];
instance.state = "run:face"; instance.state = "run:face";
timeStamp = now();
const faces = await predict10(input, instance.config); const faces = await predict10(input, instance.config);
instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
if (!input.shape || input.shape.length !== 4) if (!input.shape || input.shape.length !== 4)
@ -12065,63 +12065,63 @@ var detectFace = async (instance, input) => {
const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null; const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null;
instance.analyze("Start Emotion:"); instance.analyze("Start Emotion:");
if (instance.config.async) { if (instance.config.async) {
emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = "run:emotion"; instance.state = "run:emotion";
timeStamp = now(); timeStamp = now();
emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Emotion:"); instance.analyze("End Emotion:");
instance.analyze("Start AntiSpoof:"); instance.analyze("Start AntiSpoof:");
if (instance.config.async) { if (instance.config.async) {
antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:antispoof"; instance.state = "run:antispoof";
timeStamp = now(); timeStamp = now();
antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End AntiSpoof:"); instance.analyze("End AntiSpoof:");
instance.analyze("Start Liveness:"); instance.analyze("Start Liveness:");
if (instance.config.async) { if (instance.config.async) {
livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:liveness"; instance.state = "run:liveness";
timeStamp = now(); timeStamp = now();
livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Liveness:"); instance.analyze("End Liveness:");
instance.analyze("Start GEAR:"); instance.analyze("Start GEAR:");
if (instance.config.async) { if (instance.config.async) {
gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:gear"; instance.state = "run:gear";
timeStamp = now(); timeStamp = now();
gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze("End GEAR:"); instance.analyze("End GEAR:");
instance.analyze("Start SSRNet:"); instance.analyze("Start SSRNet:");
if (instance.config.async) { if (instance.config.async) {
ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:ssrnet"; instance.state = "run:ssrnet";
timeStamp = now(); timeStamp = now();
ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End SSRNet:"); instance.analyze("End SSRNet:");
instance.analyze("Start MobileFaceNet:"); instance.analyze("Start MobileFaceNet:");
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:mobilefacenet"; instance.state = "run:mobilefacenet";
timeStamp = now(); timeStamp = now();
mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End MobileFaceNet:"); instance.analyze("End MobileFaceNet:");
@ -12139,12 +12139,26 @@ var detectFace = async (instance, input) => {
[ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]); [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
} }
instance.analyze("Finish Face:"); instance.analyze("Finish Face:");
if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) {
descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) ...descRes,
descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; age: ageRes.age,
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) gender: genderRes.gender,
genderScore: genderRes.genderScore
};
}
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) {
descRes = {
...descRes,
age: gearRes.age,
gender: gearRes.gender,
genderScore: gearRes.genderScore,
race: gearRes.race
};
}
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) {
descRes.descriptor = mobilefacenetRes; descRes.descriptor = mobilefacenetRes;
}
if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) { if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) {
} }
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;

19
dist/human.node-wasm.d.ts vendored
View File

@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

134
dist/human.node-wasm.js vendored
View File

@ -980,8 +980,8 @@ function GLImageFilter() {
// src/image/enhance.ts // src/image/enhance.ts
var tf = __toModule(require_tfjs_esm()); var tf = __toModule(require_tfjs_esm());
async function histogramEqualization(inputImage) { async function histogramEqualization(inputImage) {
const squeeze10 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage; const squeeze11 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage;
const channels = tf.split(squeeze10, 3, 2); const channels = tf.split(squeeze11, 3, 2);
const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])]; const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])];
const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])]; const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])];
const absMax = await Promise.all(max4.map((channel) => channel.data())); const absMax = await Promise.all(max4.map((channel) => channel.data()));
@ -991,8 +991,8 @@ async function histogramEqualization(inputImage) {
const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])]; const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])];
const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])]; const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])];
const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2); const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2);
const reshape8 = tf.reshape(rgb2, [1, squeeze10.shape[0], squeeze10.shape[1], 3]); const reshape8 = tf.reshape(rgb2, [1, squeeze11.shape[0], squeeze11.shape[1], 3]);
tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze10]); tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze11]);
return reshape8; return reshape8;
} }
@ -4998,13 +4998,13 @@ var invertTransformMatrix = (matrix) => {
return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]]; return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
}; };
var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])]; var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])];
function generateAnchors(inputSize9) { function generateAnchors(inputSize10) {
const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] }; const spec = { strides: [inputSize10 / 16, inputSize10 / 8], anchors: [2, 6] };
const anchors4 = []; const anchors4 = [];
for (let i = 0; i < spec.strides.length; i++) { for (let i = 0; i < spec.strides.length; i++) {
const stride = spec.strides[i]; const stride = spec.strides[i];
const gridRows = Math.floor((inputSize9 + stride - 1) / stride); const gridRows = Math.floor((inputSize10 + stride - 1) / stride);
const gridCols = Math.floor((inputSize9 + stride - 1) / stride); const gridCols = Math.floor((inputSize10 + stride - 1) / stride);
const anchorsNum = spec.anchors[i]; const anchorsNum = spec.anchors[i];
for (let gridY = 0; gridY < gridRows; gridY++) { for (let gridY = 0; gridY < gridRows; gridY++) {
const anchorY = stride * (gridY + 0.5); const anchorY = stride * (gridY + 0.5);
@ -5017,11 +5017,11 @@ function generateAnchors(inputSize9) {
} }
return anchors4; return anchors4;
} }
function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9) { function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize10) {
const boxSize = getBoxSize(box5); const boxSize = getBoxSize(box5);
const coordsScaled = coordsRaw.map((coord) => [ const coordsScaled = coordsRaw.map((coord) => [
boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2), boxSize[0] / inputSize10 * (coord[0] - inputSize10 / 2),
boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2), boxSize[1] / inputSize10 * (coord[1] - inputSize10 / 2),
coord[2] || 0 coord[2] || 0
]); ]);
const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2; const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
@ -5036,7 +5036,7 @@ function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9)
Math.trunc(coord[2] || 0) Math.trunc(coord[2] || 0)
]); ]);
} }
function correctFaceRotation(rotate, box5, input, inputSize9) { function correctFaceRotation(rotate, box5, input, inputSize10) {
const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine; const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
let angle = 0; let angle = 0;
let rotationMatrix = fixedRotationMatrix; let rotationMatrix = fixedRotationMatrix;
@ -5049,13 +5049,13 @@ function correctFaceRotation(rotate, box5, input, inputSize9) {
const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]]; const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]];
const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw); const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw);
rotationMatrix = buildRotationMatrix(-angle, center); rotationMatrix = buildRotationMatrix(-angle, center);
face5 = cutAndResize(box5, rotated, [inputSize9, inputSize9]); face5 = cutAndResize(box5, rotated, [inputSize10, inputSize10]);
tf9.dispose(rotated); tf9.dispose(rotated);
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
return [angle, rotationMatrix, face5]; return [angle, rotationMatrix, face5];
} }
@ -5158,7 +5158,7 @@ async function getBoxes(inputImage, config3) {
confidence confidence
}; };
const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]); const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]);
const enlargedBox = enlargeBox(scaledBox, faceBoxScaleFactor); const enlargedBox = enlargeBox(scaledBox, config3.face["scale"] || faceBoxScaleFactor);
const squaredBox = squarifyBox(enlargedBox); const squaredBox = squarifyBox(enlargedBox);
boxes.push(squaredBox); boxes.push(squaredBox);
Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3])); Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3]));
@ -5575,7 +5575,7 @@ async function process3(res, outputShape, config3) {
t.scores = tf13.squeeze(arr[4]); t.scores = tf13.squeeze(arr[4]);
t.classes = tf13.squeeze(arr[5]); t.classes = tf13.squeeze(arr[5]);
tf13.dispose([res, ...arr]); tf13.dispose([res, ...arr]);
t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence); t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence || 0);
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -5612,7 +5612,7 @@ async function predict6(input, config3) {
} }
skipped6 = 0; skipped6 = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [input.shape[2], input.shape[1]]; const outputSize2 = [input.shape[2] || 0, input.shape[1] || 0];
const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]); const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]);
const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null; const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null;
lastTime6 = now(); lastTime6 = now();
@ -5719,10 +5719,10 @@ async function predict7(image29, config3) {
tf14.dispose(tensor3); tf14.dispose(tensor3);
if (resT) { if (resT) {
cache2.keypoints.length = 0; cache2.keypoints.length = 0;
const squeeze10 = resT.squeeze(); const squeeze11 = resT.squeeze();
tf14.dispose(resT); tf14.dispose(resT);
const stack5 = squeeze10.unstack(2); const stack5 = squeeze11.unstack(2);
tf14.dispose(squeeze10); tf14.dispose(squeeze11);
for (let id = 0; id < stack5.length; id++) { for (let id = 0; id < stack5.length; id++) {
const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence); const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence);
if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) { if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) {
@ -5811,8 +5811,8 @@ async function predict8(image29, config3, idx, count2) {
const obj = []; const obj = [];
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) { if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
const t = {}; const t = {};
const inputSize9 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0; const inputSize10 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0;
t.resize = tf15.image.resizeBilinear(image29, [inputSize9, inputSize9], false); t.resize = tf15.image.resizeBilinear(image29, [inputSize10, inputSize10], false);
t.channels = tf15.mul(t.resize, constants.rgb); t.channels = tf15.mul(t.resize, constants.rgb);
t.grayscale = tf15.sum(t.channels, 3, true); t.grayscale = tf15.sum(t.channels, 3, true);
t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05); t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05);
@ -10355,7 +10355,7 @@ function jitter(keypoints) {
} }
return keypoints; return keypoints;
} }
function padInput(input, inputSize9) { function padInput(input, inputSize10) {
const t = {}; const t = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) if (!input.shape || !input.shape[1] || !input.shape[2])
return input; return input;
@ -10366,7 +10366,7 @@ function padInput(input, inputSize9) {
[0, 0] [0, 0]
]; ];
t.pad = tf26.pad(input, cache5.padding); t.pad = tf26.pad(input, cache5.padding);
t.resize = tf26.image.resizeBilinear(t.pad, [inputSize9, inputSize9]); t.resize = tf26.image.resizeBilinear(t.pad, [inputSize10, inputSize10]);
const final = tf26.cast(t.resize, "int32"); const final = tf26.cast(t.resize, "int32");
Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3]));
return final; return final;
@ -10526,36 +10526,36 @@ var model15;
var last9 = []; var last9 = [];
var lastTime14 = 0; var lastTime14 = 0;
var skipped14 = Number.MAX_SAFE_INTEGER; var skipped14 = Number.MAX_SAFE_INTEGER;
var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
model15.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15.modelUrl) if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath); log("load model failed:", config3.object.modelPath);
else if (config3.debug) else if (config3.debug)
log("load model:", model15.modelUrl); log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15.modelUrl); log("cached model:", model15["modelUrl"]);
return model15; return model15;
} }
async function process4(res, inputSize9, outputShape, config3) { async function process4(res, outputShape, config3) {
let id = 0; let id = 0;
let results = []; let results = [];
for (const strideSize of [1, 2, 4]) { for (const strideSize of [1, 2, 4]) {
tf28.tidy(async () => { tf28.tidy(async () => {
var _a, _b;
const baseSize = strideSize * 13; const baseSize = strideSize * 13;
const scoresT = (_a = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] === labels.length)) == null ? void 0 : _a.squeeze(); const scoresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) === labels.length));
const featuresT = (_b = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] < labels.length)) == null ? void 0 : _b.squeeze(); const featuresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) < labels.length));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]);
const boxIdx = await boxesMax.argMax(2).array(); const boxIdx = await boxesMax.argMax(2).array();
const scores = await scoresT.array(); const scores = await scoresT.array();
for (let i = 0; i < scoresT.shape[0]; i++) { for (let i = 0; i < scoresT.shape[0]; i++) {
for (let j = 0; j < scoresT.shape[1]; j++) { for (let j = 0; j < scoresT.shape[1]; j++) {
const score = scores[i][j]; const score = scores[i][j];
if (score > config3.object.minConfidence && j !== 61) { if (score > (config3.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize;
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize;
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9)); const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
@ -10612,8 +10612,8 @@ async function predict16(image29, config3) {
if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense")) if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense"))
return last9; return last9;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [image29.shape[2], image29.shape[1]]; const outputSize2 = [image29.shape[2] || 0, image29.shape[1] || 0];
const resize = tf28.image.resizeBilinear(image29, [model15.inputSize, model15.inputSize], false); const resize = tf28.image.resizeBilinear(image29, [inputSize9, inputSize9], false);
const norm = tf28.div(resize, constants.tf255); const norm = tf28.div(resize, constants.tf255);
const transpose = norm.transpose([0, 3, 1, 2]); const transpose = norm.transpose([0, 3, 1, 2]);
tf28.dispose(norm); tf28.dispose(norm);
@ -10623,7 +10623,7 @@ async function predict16(image29, config3) {
objectT = model15.execute(transpose); objectT = model15.execute(transpose);
lastTime14 = now(); lastTime14 = now();
tf28.dispose(transpose); tf28.dispose(transpose);
const obj = await process4(objectT, model15.inputSize, outputSize2, config3); const obj = await process4(objectT, outputSize2, config3);
last9 = obj; last9 = obj;
resolve(obj); resolve(obj);
}); });
@ -11024,7 +11024,8 @@ async function process5(input, background, config3) {
return { data, canvas: null, alpha: null }; return { data, canvas: null, alpha: null };
} }
const alphaCanvas = canvas(width, height); const alphaCanvas = canvas(width, height);
await tf30.browser.toPixels(t.data, alphaCanvas); if (tf30.browser)
await tf30.browser.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext("2d"); const alphaCtx = alphaCanvas.getContext("2d");
if (config3.segmentation.blur && config3.segmentation.blur > 0) if (config3.segmentation.blur && config3.segmentation.blur > 0)
alphaCtx.filter = `blur(${config3.segmentation.blur}px)`; alphaCtx.filter = `blur(${config3.segmentation.blur}px)`;
@ -11945,7 +11946,7 @@ var calculateGaze = (face5) => {
return { bearing: 0, strength: 0 }; return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; const offsetIris = [0, -0.1];
const eyeRatio = 1; const eyeRatio = 1;
const left = face5.mesh[33][2] > face5.mesh[263][2]; const left = (face5.mesh[33][2] || 0) > (face5.mesh[263][2] || 0);
const irisCenter = left ? face5.mesh[473] : face5.mesh[468]; const irisCenter = left ? face5.mesh[473] : face5.mesh[468];
const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2]; const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2];
const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]]; const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]];
@ -12034,7 +12035,7 @@ var calculateFaceAngle = (face5, imageSize) => {
// src/face/face.ts // src/face/face.ts
var detectFace = async (instance, input) => { var detectFace = async (instance, input) => {
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v; var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v;
let timeStamp; let timeStamp = now();
let ageRes; let ageRes;
let gearRes; let gearRes;
let genderRes; let genderRes;
@ -12045,7 +12046,6 @@ var detectFace = async (instance, input) => {
let descRes; let descRes;
const faceRes = []; const faceRes = [];
instance.state = "run:face"; instance.state = "run:face";
timeStamp = now();
const faces = await predict10(input, instance.config); const faces = await predict10(input, instance.config);
instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
if (!input.shape || input.shape.length !== 4) if (!input.shape || input.shape.length !== 4)
@ -12066,63 +12066,63 @@ var detectFace = async (instance, input) => {
const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null; const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null;
instance.analyze("Start Emotion:"); instance.analyze("Start Emotion:");
if (instance.config.async) { if (instance.config.async) {
emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = "run:emotion"; instance.state = "run:emotion";
timeStamp = now(); timeStamp = now();
emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Emotion:"); instance.analyze("End Emotion:");
instance.analyze("Start AntiSpoof:"); instance.analyze("Start AntiSpoof:");
if (instance.config.async) { if (instance.config.async) {
antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:antispoof"; instance.state = "run:antispoof";
timeStamp = now(); timeStamp = now();
antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End AntiSpoof:"); instance.analyze("End AntiSpoof:");
instance.analyze("Start Liveness:"); instance.analyze("Start Liveness:");
if (instance.config.async) { if (instance.config.async) {
livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:liveness"; instance.state = "run:liveness";
timeStamp = now(); timeStamp = now();
livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Liveness:"); instance.analyze("End Liveness:");
instance.analyze("Start GEAR:"); instance.analyze("Start GEAR:");
if (instance.config.async) { if (instance.config.async) {
gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:gear"; instance.state = "run:gear";
timeStamp = now(); timeStamp = now();
gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze("End GEAR:"); instance.analyze("End GEAR:");
instance.analyze("Start SSRNet:"); instance.analyze("Start SSRNet:");
if (instance.config.async) { if (instance.config.async) {
ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:ssrnet"; instance.state = "run:ssrnet";
timeStamp = now(); timeStamp = now();
ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End SSRNet:"); instance.analyze("End SSRNet:");
instance.analyze("Start MobileFaceNet:"); instance.analyze("Start MobileFaceNet:");
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:mobilefacenet"; instance.state = "run:mobilefacenet";
timeStamp = now(); timeStamp = now();
mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End MobileFaceNet:"); instance.analyze("End MobileFaceNet:");
@ -12140,12 +12140,26 @@ var detectFace = async (instance, input) => {
[ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]); [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
} }
instance.analyze("Finish Face:"); instance.analyze("Finish Face:");
if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) {
descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) ...descRes,
descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; age: ageRes.age,
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) gender: genderRes.gender,
genderScore: genderRes.genderScore
};
}
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) {
descRes = {
...descRes,
age: gearRes.age,
gender: gearRes.gender,
genderScore: gearRes.genderScore,
race: gearRes.race
};
}
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) {
descRes.descriptor = mobilefacenetRes; descRes.descriptor = mobilefacenetRes;
}
if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) { if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) {
} }
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;

19
dist/human.node.d.ts vendored
View File

@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }

134
dist/human.node.js vendored
View File

@ -979,8 +979,8 @@ function GLImageFilter() {
// src/image/enhance.ts // src/image/enhance.ts
var tf = __toModule(require_tfjs_esm()); var tf = __toModule(require_tfjs_esm());
async function histogramEqualization(inputImage) { async function histogramEqualization(inputImage) {
const squeeze10 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage; const squeeze11 = inputImage.shape.length === 4 ? tf.squeeze(inputImage) : inputImage;
const channels = tf.split(squeeze10, 3, 2); const channels = tf.split(squeeze11, 3, 2);
const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])]; const min2 = [tf.min(channels[0]), tf.min(channels[1]), tf.min(channels[2])];
const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])]; const max4 = [tf.max(channels[0]), tf.max(channels[1]), tf.max(channels[2])];
const absMax = await Promise.all(max4.map((channel) => channel.data())); const absMax = await Promise.all(max4.map((channel) => channel.data()));
@ -990,8 +990,8 @@ async function histogramEqualization(inputImage) {
const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])]; const fact = [tf.div(maxValue, range[0]), tf.div(maxValue, range[1]), tf.div(maxValue, range[2])];
const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])]; const enh = [tf.mul(sub10[0], fact[0]), tf.mul(sub10[1], fact[1]), tf.mul(sub10[2], fact[2])];
const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2); const rgb2 = tf.stack([enh[0], enh[1], enh[2]], 2);
const reshape8 = tf.reshape(rgb2, [1, squeeze10.shape[0], squeeze10.shape[1], 3]); const reshape8 = tf.reshape(rgb2, [1, squeeze11.shape[0], squeeze11.shape[1], 3]);
tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze10]); tf.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze11]);
return reshape8; return reshape8;
} }
@ -4997,13 +4997,13 @@ var invertTransformMatrix = (matrix) => {
return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]]; return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
}; };
var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])]; var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])];
function generateAnchors(inputSize9) { function generateAnchors(inputSize10) {
const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] }; const spec = { strides: [inputSize10 / 16, inputSize10 / 8], anchors: [2, 6] };
const anchors4 = []; const anchors4 = [];
for (let i = 0; i < spec.strides.length; i++) { for (let i = 0; i < spec.strides.length; i++) {
const stride = spec.strides[i]; const stride = spec.strides[i];
const gridRows = Math.floor((inputSize9 + stride - 1) / stride); const gridRows = Math.floor((inputSize10 + stride - 1) / stride);
const gridCols = Math.floor((inputSize9 + stride - 1) / stride); const gridCols = Math.floor((inputSize10 + stride - 1) / stride);
const anchorsNum = spec.anchors[i]; const anchorsNum = spec.anchors[i];
for (let gridY = 0; gridY < gridRows; gridY++) { for (let gridY = 0; gridY < gridRows; gridY++) {
const anchorY = stride * (gridY + 0.5); const anchorY = stride * (gridY + 0.5);
@ -5016,11 +5016,11 @@ function generateAnchors(inputSize9) {
} }
return anchors4; return anchors4;
} }
function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9) { function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize10) {
const boxSize = getBoxSize(box5); const boxSize = getBoxSize(box5);
const coordsScaled = coordsRaw.map((coord) => [ const coordsScaled = coordsRaw.map((coord) => [
boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2), boxSize[0] / inputSize10 * (coord[0] - inputSize10 / 2),
boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2), boxSize[1] / inputSize10 * (coord[1] - inputSize10 / 2),
coord[2] || 0 coord[2] || 0
]); ]);
const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2; const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
@ -5035,7 +5035,7 @@ function transformRawCoords(coordsRaw, box5, angle, rotationMatrix, inputSize9)
Math.trunc(coord[2] || 0) Math.trunc(coord[2] || 0)
]); ]);
} }
function correctFaceRotation(rotate, box5, input, inputSize9) { function correctFaceRotation(rotate, box5, input, inputSize10) {
const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine; const symmetryLine = box5.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
let angle = 0; let angle = 0;
let rotationMatrix = fixedRotationMatrix; let rotationMatrix = fixedRotationMatrix;
@ -5048,13 +5048,13 @@ function correctFaceRotation(rotate, box5, input, inputSize9) {
const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]]; const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]];
const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw); const rotated = tf9.image.rotateWithOffset(input, angle, 0, centerRaw);
rotationMatrix = buildRotationMatrix(-angle, center); rotationMatrix = buildRotationMatrix(-angle, center);
face5 = cutAndResize(box5, rotated, [inputSize9, inputSize9]); face5 = cutAndResize(box5, rotated, [inputSize10, inputSize10]);
tf9.dispose(rotated); tf9.dispose(rotated);
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
} else { } else {
face5 = cutAndResize(box5, input, [inputSize9, inputSize9]); face5 = cutAndResize(box5, input, [inputSize10, inputSize10]);
} }
return [angle, rotationMatrix, face5]; return [angle, rotationMatrix, face5];
} }
@ -5157,7 +5157,7 @@ async function getBoxes(inputImage, config3) {
confidence confidence
}; };
const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]); const scaledBox = scaleBoxCoordinates(rawBox, [(inputImage.shape[2] || 0) / inputSize, (inputImage.shape[1] || 0) / inputSize]);
const enlargedBox = enlargeBox(scaledBox, faceBoxScaleFactor); const enlargedBox = enlargeBox(scaledBox, config3.face["scale"] || faceBoxScaleFactor);
const squaredBox = squarifyBox(enlargedBox); const squaredBox = squarifyBox(enlargedBox);
boxes.push(squaredBox); boxes.push(squaredBox);
Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3])); Object.keys(b).forEach((tensor3) => tf10.dispose(b[tensor3]));
@ -5574,7 +5574,7 @@ async function process3(res, outputShape, config3) {
t.scores = tf13.squeeze(arr[4]); t.scores = tf13.squeeze(arr[4]);
t.classes = tf13.squeeze(arr[5]); t.classes = tf13.squeeze(arr[5]);
tf13.dispose([res, ...arr]); tf13.dispose([res, ...arr]);
t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence); t.nms = await tf13.image.nonMaxSuppressionAsync(t.boxes, t.scores, config3.object.maxDetected, config3.object.iouThreshold, config3.object.minConfidence || 0);
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -5611,7 +5611,7 @@ async function predict6(input, config3) {
} }
skipped6 = 0; skipped6 = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [input.shape[2], input.shape[1]]; const outputSize2 = [input.shape[2] || 0, input.shape[1] || 0];
const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]); const resize = tf13.image.resizeBilinear(input, [inputSize4, inputSize4]);
const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null; const objectT = config3.object.enabled ? model6 == null ? void 0 : model6.execute(resize, ["tower_0/detections"]) : null;
lastTime6 = now(); lastTime6 = now();
@ -5718,10 +5718,10 @@ async function predict7(image29, config3) {
tf14.dispose(tensor3); tf14.dispose(tensor3);
if (resT) { if (resT) {
cache2.keypoints.length = 0; cache2.keypoints.length = 0;
const squeeze10 = resT.squeeze(); const squeeze11 = resT.squeeze();
tf14.dispose(resT); tf14.dispose(resT);
const stack5 = squeeze10.unstack(2); const stack5 = squeeze11.unstack(2);
tf14.dispose(squeeze10); tf14.dispose(squeeze11);
for (let id = 0; id < stack5.length; id++) { for (let id = 0; id < stack5.length; id++) {
const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence); const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence);
if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) { if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) {
@ -5810,8 +5810,8 @@ async function predict8(image29, config3, idx, count2) {
const obj = []; const obj = [];
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) { if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
const t = {}; const t = {};
const inputSize9 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0; const inputSize10 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0;
t.resize = tf15.image.resizeBilinear(image29, [inputSize9, inputSize9], false); t.resize = tf15.image.resizeBilinear(image29, [inputSize10, inputSize10], false);
t.channels = tf15.mul(t.resize, constants.rgb); t.channels = tf15.mul(t.resize, constants.rgb);
t.grayscale = tf15.sum(t.channels, 3, true); t.grayscale = tf15.sum(t.channels, 3, true);
t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05); t.grayscaleSub = tf15.sub(t.grayscale, constants.tf05);
@ -10354,7 +10354,7 @@ function jitter(keypoints) {
} }
return keypoints; return keypoints;
} }
function padInput(input, inputSize9) { function padInput(input, inputSize10) {
const t = {}; const t = {};
if (!input.shape || !input.shape[1] || !input.shape[2]) if (!input.shape || !input.shape[1] || !input.shape[2])
return input; return input;
@ -10365,7 +10365,7 @@ function padInput(input, inputSize9) {
[0, 0] [0, 0]
]; ];
t.pad = tf26.pad(input, cache5.padding); t.pad = tf26.pad(input, cache5.padding);
t.resize = tf26.image.resizeBilinear(t.pad, [inputSize9, inputSize9]); t.resize = tf26.image.resizeBilinear(t.pad, [inputSize10, inputSize10]);
const final = tf26.cast(t.resize, "int32"); const final = tf26.cast(t.resize, "int32");
Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3])); Object.keys(t).forEach((tensor3) => tf26.dispose(t[tensor3]));
return final; return final;
@ -10525,36 +10525,36 @@ var model15;
var last9 = []; var last9 = [];
var lastTime14 = 0; var lastTime14 = 0;
var skipped14 = Number.MAX_SAFE_INTEGER; var skipped14 = Number.MAX_SAFE_INTEGER;
var inputSize9 = 0;
var scaleBox = 2.5; var scaleBox = 2.5;
async function load16(config3) { async function load16(config3) {
if (!model15 || env.initial) { if (!model15 || env.initial) {
model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || "")); model15 = await tf28.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
const inputs = Object.values(model15.modelSignature["inputs"]); const inputs = Object.values(model15.modelSignature["inputs"]);
model15.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize9 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model15 || !model15.modelUrl) if (!model15 || !model15["modelUrl"])
log("load model failed:", config3.object.modelPath); log("load model failed:", config3.object.modelPath);
else if (config3.debug) else if (config3.debug)
log("load model:", model15.modelUrl); log("load model:", model15["modelUrl"]);
} else if (config3.debug) } else if (config3.debug)
log("cached model:", model15.modelUrl); log("cached model:", model15["modelUrl"]);
return model15; return model15;
} }
async function process4(res, inputSize9, outputShape, config3) { async function process4(res, outputShape, config3) {
let id = 0; let id = 0;
let results = []; let results = [];
for (const strideSize of [1, 2, 4]) { for (const strideSize of [1, 2, 4]) {
tf28.tidy(async () => { tf28.tidy(async () => {
var _a, _b;
const baseSize = strideSize * 13; const baseSize = strideSize * 13;
const scoresT = (_a = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] === labels.length)) == null ? void 0 : _a.squeeze(); const scoresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) === labels.length));
const featuresT = (_b = res.find((a) => a.shape[1] === baseSize ** 2 && a.shape[2] < labels.length)) == null ? void 0 : _b.squeeze(); const featuresT = tf28.squeeze(res.find((a) => a.shape[1] === baseSize ** 2 && (a.shape[2] || 0) < labels.length));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]);
const boxIdx = await boxesMax.argMax(2).array(); const boxIdx = await boxesMax.argMax(2).array();
const scores = await scoresT.array(); const scores = await scoresT.array();
for (let i = 0; i < scoresT.shape[0]; i++) { for (let i = 0; i < scoresT.shape[0]; i++) {
for (let j = 0; j < scoresT.shape[1]; j++) { for (let j = 0; j < scoresT.shape[1]; j++) {
const score = scores[i][j]; const score = scores[i][j];
if (score > config3.object.minConfidence && j !== 61) { if (score > (config3.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize;
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize;
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9)); const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
@ -10611,8 +10611,8 @@ async function predict16(image29, config3) {
if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense")) if (!env.kernels.includes("mod") || !env.kernels.includes("sparsetodense"))
return last9; return last9;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize2 = [image29.shape[2], image29.shape[1]]; const outputSize2 = [image29.shape[2] || 0, image29.shape[1] || 0];
const resize = tf28.image.resizeBilinear(image29, [model15.inputSize, model15.inputSize], false); const resize = tf28.image.resizeBilinear(image29, [inputSize9, inputSize9], false);
const norm = tf28.div(resize, constants.tf255); const norm = tf28.div(resize, constants.tf255);
const transpose = norm.transpose([0, 3, 1, 2]); const transpose = norm.transpose([0, 3, 1, 2]);
tf28.dispose(norm); tf28.dispose(norm);
@ -10622,7 +10622,7 @@ async function predict16(image29, config3) {
objectT = model15.execute(transpose); objectT = model15.execute(transpose);
lastTime14 = now(); lastTime14 = now();
tf28.dispose(transpose); tf28.dispose(transpose);
const obj = await process4(objectT, model15.inputSize, outputSize2, config3); const obj = await process4(objectT, outputSize2, config3);
last9 = obj; last9 = obj;
resolve(obj); resolve(obj);
}); });
@ -11023,7 +11023,8 @@ async function process5(input, background, config3) {
return { data, canvas: null, alpha: null }; return { data, canvas: null, alpha: null };
} }
const alphaCanvas = canvas(width, height); const alphaCanvas = canvas(width, height);
await tf30.browser.toPixels(t.data, alphaCanvas); if (tf30.browser)
await tf30.browser.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext("2d"); const alphaCtx = alphaCanvas.getContext("2d");
if (config3.segmentation.blur && config3.segmentation.blur > 0) if (config3.segmentation.blur && config3.segmentation.blur > 0)
alphaCtx.filter = `blur(${config3.segmentation.blur}px)`; alphaCtx.filter = `blur(${config3.segmentation.blur}px)`;
@ -11944,7 +11945,7 @@ var calculateGaze = (face5) => {
return { bearing: 0, strength: 0 }; return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; const offsetIris = [0, -0.1];
const eyeRatio = 1; const eyeRatio = 1;
const left = face5.mesh[33][2] > face5.mesh[263][2]; const left = (face5.mesh[33][2] || 0) > (face5.mesh[263][2] || 0);
const irisCenter = left ? face5.mesh[473] : face5.mesh[468]; const irisCenter = left ? face5.mesh[473] : face5.mesh[468];
const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2]; const eyeCenter = left ? [(face5.mesh[133][0] + face5.mesh[33][0]) / 2, (face5.mesh[133][1] + face5.mesh[33][1]) / 2] : [(face5.mesh[263][0] + face5.mesh[362][0]) / 2, (face5.mesh[263][1] + face5.mesh[362][1]) / 2];
const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]]; const eyeSize = left ? [face5.mesh[133][0] - face5.mesh[33][0], face5.mesh[23][1] - face5.mesh[27][1]] : [face5.mesh[263][0] - face5.mesh[362][0], face5.mesh[253][1] - face5.mesh[257][1]];
@ -12033,7 +12034,7 @@ var calculateFaceAngle = (face5, imageSize) => {
// src/face/face.ts // src/face/face.ts
var detectFace = async (instance, input) => { var detectFace = async (instance, input) => {
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v; var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v;
let timeStamp; let timeStamp = now();
let ageRes; let ageRes;
let gearRes; let gearRes;
let genderRes; let genderRes;
@ -12044,7 +12045,6 @@ var detectFace = async (instance, input) => {
let descRes; let descRes;
const faceRes = []; const faceRes = [];
instance.state = "run:face"; instance.state = "run:face";
timeStamp = now();
const faces = await predict10(input, instance.config); const faces = await predict10(input, instance.config);
instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
if (!input.shape || input.shape.length !== 4) if (!input.shape || input.shape.length !== 4)
@ -12065,63 +12065,63 @@ var detectFace = async (instance, input) => {
const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null; const rotation = faces[i].mesh && faces[i].mesh.length > 200 ? calculateFaceAngle(faces[i], [input.shape[2], input.shape[1]]) : null;
instance.analyze("Start Emotion:"); instance.analyze("Start Emotion:");
if (instance.config.async) { if (instance.config.async) {
emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_b = instance.config.face.emotion) == null ? void 0 : _b.enabled) ? predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = "run:emotion"; instance.state = "run:emotion";
timeStamp = now(); timeStamp = now();
emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; emotionRes = ((_c = instance.config.face.emotion) == null ? void 0 : _c.enabled) ? await predict8(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Emotion:"); instance.analyze("End Emotion:");
instance.analyze("Start AntiSpoof:"); instance.analyze("Start AntiSpoof:");
if (instance.config.async) { if (instance.config.async) {
antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_d = instance.config.face.antispoof) == null ? void 0 : _d.enabled) ? predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:antispoof"; instance.state = "run:antispoof";
timeStamp = now(); timeStamp = now();
antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; antispoofRes = ((_e = instance.config.face.antispoof) == null ? void 0 : _e.enabled) ? await predict4(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End AntiSpoof:"); instance.analyze("End AntiSpoof:");
instance.analyze("Start Liveness:"); instance.analyze("Start Liveness:");
if (instance.config.async) { if (instance.config.async) {
livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_f = instance.config.face.liveness) == null ? void 0 : _f.enabled) ? predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = "run:liveness"; instance.state = "run:liveness";
timeStamp = now(); timeStamp = now();
livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null; livenessRes = ((_g = instance.config.face.liveness) == null ? void 0 : _g.enabled) ? await predict14(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze("End Liveness:"); instance.analyze("End Liveness:");
instance.analyze("Start GEAR:"); instance.analyze("Start GEAR:");
if (instance.config.async) { if (instance.config.async) {
gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_h = instance.config.face["gear"]) == null ? void 0 : _h.enabled) ? predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:gear"; instance.state = "run:gear";
timeStamp = now(); timeStamp = now();
gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; gearRes = ((_i = instance.config.face["gear"]) == null ? void 0 : _i.enabled) ? await predict(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze("End GEAR:"); instance.analyze("End GEAR:");
instance.analyze("Start SSRNet:"); instance.analyze("Start SSRNet:");
if (instance.config.async) { if (instance.config.async) {
ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_j = instance.config.face["ssrnet"]) == null ? void 0 : _j.enabled) ? predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_k = instance.config.face["ssrnet"]) == null ? void 0 : _k.enabled) ? predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:ssrnet"; instance.state = "run:ssrnet";
timeStamp = now(); timeStamp = now();
ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; ageRes = ((_l = instance.config.face["ssrnet"]) == null ? void 0 : _l.enabled) ? await predict2(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; genderRes = ((_m = instance.config.face["ssrnet"]) == null ? void 0 : _m.enabled) ? await predict3(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End SSRNet:"); instance.analyze("End SSRNet:");
instance.analyze("Start MobileFaceNet:"); instance.analyze("Start MobileFaceNet:");
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_n = instance.config.face["mobilefacenet"]) == null ? void 0 : _n.enabled) ? predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = "run:mobilefacenet"; instance.state = "run:mobilefacenet";
timeStamp = now(); timeStamp = now();
mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = ((_o = instance.config.face["mobilefacenet"]) == null ? void 0 : _o.enabled) ? await predict9(faces[i].tensor || tf34.tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze("End MobileFaceNet:"); instance.analyze("End MobileFaceNet:");
@ -12139,12 +12139,26 @@ var detectFace = async (instance, input) => {
[ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]); [ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes] = await Promise.all([ageRes, genderRes, emotionRes, mobilefacenetRes, descRes, gearRes, antispoofRes, livenessRes]);
} }
instance.analyze("Finish Face:"); instance.analyze("Finish Face:");
if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) if (((_r = instance.config.face["ssrnet"]) == null ? void 0 : _r.enabled) && ageRes && genderRes) {
descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) ...descRes,
descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; age: ageRes.age,
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) gender: genderRes.gender,
genderScore: genderRes.genderScore
};
}
if (((_s = instance.config.face["gear"]) == null ? void 0 : _s.enabled) && gearRes) {
descRes = {
...descRes,
age: gearRes.age,
gender: gearRes.gender,
genderScore: gearRes.genderScore,
race: gearRes.race
};
}
if (((_t = instance.config.face["mobilefacenet"]) == null ? void 0 : _t.enabled) && mobilefacenetRes) {
descRes.descriptor = mobilefacenetRes; descRes.descriptor = mobilefacenetRes;
}
if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) { if (!((_u = instance.config.face.iris) == null ? void 0 : _u.enabled)) {
} }
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0; const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.leftEyeIris[0] && faces[i].annotations.rightEyeIris && faces[i].annotations.rightEyeIris[0] && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2] : 0;

15
src/config.ts
View File

@ -5,17 +5,21 @@
export interface GenericConfig { export interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean, enabled: boolean,
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string, modelPath: string,
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number, skipFrames: number,
/** how many max milliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number, skipTime: number,
} }
/** Detector part of face configuration */ /** Detector part of face configuration */
export interface FaceDetectorConfig extends GenericConfig { export interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean, rotation: boolean,
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number, maxDetected: number,
@ -25,7 +29,8 @@ export interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number, iouThreshold: number,
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean, mask: boolean,
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean, return: boolean,
} }

28
src/face/angles.ts
View File

@ -1,11 +1,15 @@
const calculateGaze = (face): { bearing: number, strength: number } => { import type { Point, FaceResult } from '../result';
const radians = (pt1, pt2) => Math.atan2(pt1[1] - pt2[1], pt1[0] - pt2[0]); // function to calculate angle between any two points
type Vector = [number, number, number];
const calculateGaze = (face: FaceResult): { bearing: number, strength: number } => {
const radians = (pt1: Point, pt2: Point) => Math.atan2(pt1[1] - pt2[1], pt1[0] - pt2[0]); // function to calculate angle between any two points
if (!face.annotations['rightEyeIris'] || !face.annotations['leftEyeIris']) return { bearing: 0, strength: 0 }; if (!face.annotations['rightEyeIris'] || !face.annotations['leftEyeIris']) return { bearing: 0, strength: 0 };
const offsetIris = [0, -0.1]; // iris center may not align with average of eye extremes const offsetIris = [0, -0.1]; // iris center may not align with average of eye extremes
const eyeRatio = 1; // factor to normalize changes x vs y const eyeRatio = 1; // factor to normalize changes x vs y
const left = face.mesh[33][2] > face.mesh[263][2]; // pick left or right eye depending which one is closer bazed on outsize point z axis const left = (face.mesh[33][2] || 0) > (face.mesh[263][2] || 0); // pick left or right eye depending which one is closer bazed on outsize point z axis
const irisCenter = left ? face.mesh[473] : face.mesh[468]; const irisCenter = left ? face.mesh[473] : face.mesh[468];
const eyeCenter = left // eye center is average of extreme points on x axis for both x and y, ignoring y extreme points as eyelids naturally open/close more when gazing up/down so relative point is less precise const eyeCenter = left // eye center is average of extreme points on x axis for both x and y, ignoring y extreme points as eyelids naturally open/close more when gazing up/down so relative point is less precise
? [(face.mesh[133][0] + face.mesh[33][0]) / 2, (face.mesh[133][1] + face.mesh[33][1]) / 2] ? [(face.mesh[133][0] + face.mesh[33][0]) / 2, (face.mesh[133][1] + face.mesh[33][1]) / 2]
@ -13,7 +17,7 @@ const calculateGaze = (face): { bearing: number, strength: number } => {
const eyeSize = left // eye size is difference between extreme points for both x and y, used to normalize & squarify eye dimensions const eyeSize = left // eye size is difference between extreme points for both x and y, used to normalize & squarify eye dimensions
? [face.mesh[133][0] - face.mesh[33][0], face.mesh[23][1] - face.mesh[27][1]] ? [face.mesh[133][0] - face.mesh[33][0], face.mesh[23][1] - face.mesh[27][1]]
: [face.mesh[263][0] - face.mesh[362][0], face.mesh[253][1] - face.mesh[257][1]]; : [face.mesh[263][0] - face.mesh[362][0], face.mesh[253][1] - face.mesh[257][1]];
const eyeDiff = [ // x distance between extreme point and center point normalized with eye size const eyeDiff: Point = [ // x distance between extreme point and center point normalized with eye size
(eyeCenter[0] - irisCenter[0]) / eyeSize[0] - offsetIris[0], (eyeCenter[0] - irisCenter[0]) / eyeSize[0] - offsetIris[0],
eyeRatio * (irisCenter[1] - eyeCenter[1]) / eyeSize[1] - offsetIris[1], eyeRatio * (irisCenter[1] - eyeCenter[1]) / eyeSize[1] - offsetIris[1],
]; ];
@ -23,33 +27,33 @@ const calculateGaze = (face): { bearing: number, strength: number } => {
return { bearing, strength }; return { bearing, strength };
}; };
export const calculateFaceAngle = (face, imageSize): { export const calculateFaceAngle = (face: FaceResult, imageSize: [number, number]): {
angle: { pitch: number, yaw: number, roll: number }, angle: { pitch: number, yaw: number, roll: number },
matrix: [number, number, number, number, number, number, number, number, number], matrix: [number, number, number, number, number, number, number, number, number],
gaze: { bearing: number, strength: number }, gaze: { bearing: number, strength: number },
} => { } => {
// const degrees = (theta) => Math.abs(((theta * 180) / Math.PI) % 360); // const degrees = (theta) => Math.abs(((theta * 180) / Math.PI) % 360);
const normalize = (v) => { // normalize vector const normalize = (v: Vector): Vector => { // normalize vector
const length = Math.sqrt(v[0] * v[0] + v[1] * v[1] + v[2] * v[2]); const length = Math.sqrt(v[0] * v[0] + v[1] * v[1] + v[2] * v[2]);
v[0] /= length; v[0] /= length;
v[1] /= length; v[1] /= length;
v[2] /= length; v[2] /= length;
return v; return v;
}; };
const subVectors = (a, b) => { // vector subtraction (a - b) const subVectors = (a: Vector, b: Vector): Vector => { // vector subtraction (a - b)
const x = a[0] - b[0]; const x = a[0] - b[0];
const y = a[1] - b[1]; const y = a[1] - b[1];
const z = a[2] - b[2]; const z = a[2] - b[2];
return [x, y, z]; return [x, y, z];
}; };
const crossVectors = (a, b) => { // vector cross product (a x b) const crossVectors = (a: Vector, b: Vector): Vector => { // vector cross product (a x b)
const x = a[1] * b[2] - a[2] * b[1]; const x = a[1] * b[2] - a[2] * b[1];
const y = a[2] * b[0] - a[0] * b[2]; const y = a[2] * b[0] - a[0] * b[2];
const z = a[0] * b[1] - a[1] * b[0]; const z = a[0] * b[1] - a[1] * b[0];
return [x, y, z]; return [x, y, z];
}; };
// 3x3 rotation matrix to Euler angles based on https://www.geometrictools.com/Documentation/EulerAngles.pdf // 3x3 rotation matrix to Euler angles based on https://www.geometrictools.com/Documentation/EulerAngles.pdf
const rotationMatrixToEulerAngle = (r) => { const rotationMatrixToEulerAngle = (r: number[]): { pitch: number, yaw: number, roll: number } => {
// eslint-disable-next-line no-unused-vars, @typescript-eslint/no-unused-vars // eslint-disable-next-line no-unused-vars, @typescript-eslint/no-unused-vars
const [r00, _r01, _r02, r10, r11, r12, r20, r21, r22] = r; const [r00, _r01, _r02, r10, r11, r12, r20, r21, r22] = r;
let thetaX: number; let thetaX: number;
@ -93,10 +97,10 @@ export const calculateFaceAngle = (face, imageSize): {
const size = Math.max(face.boxRaw[2] * imageSize[0], face.boxRaw[3] * imageSize[1]) / 1.5; const size = Math.max(face.boxRaw[2] * imageSize[0], face.boxRaw[3] * imageSize[1]) / 1.5;
// top, bottom, left, right // top, bottom, left, right
const pts = [mesh[10], mesh[152], mesh[234], mesh[454]].map((pt) => [pt[0] * imageSize[0] / size, pt[1] * imageSize[1] / size, pt[2]]); // make the xyz coordinates proportional, independent of the image/box size const pts: Point[] = [mesh[10], mesh[152], mesh[234], mesh[454]].map((pt) => [pt[0] * imageSize[0] / size, pt[1] * imageSize[1] / size, pt[2]] as Point); // make the xyz coordinates proportional, independent of the image/box size
const y_axis = normalize(subVectors(pts[1], pts[0])); const y_axis = normalize(subVectors(pts[1] as Vector, pts[0] as Vector));
let x_axis = normalize(subVectors(pts[3], pts[2])); let x_axis = normalize(subVectors(pts[3] as Vector, pts[2] as Vector));
const z_axis = normalize(crossVectors(x_axis, y_axis)); const z_axis = normalize(crossVectors(x_axis, y_axis));
// adjust x_axis to make sure that all axes are perpendicular to each other // adjust x_axis to make sure that all axes are perpendicular to each other
x_axis = crossVectors(y_axis, z_axis); x_axis = crossVectors(y_axis, z_axis);

2
src/face/blazeface.ts
View File

@ -36,7 +36,7 @@ export async function load(config: Config): Promise<GraphModel> {
return model; return model;
} }
function decodeBounds(boxOutputs) { function decodeBounds(boxOutputs: Tensor) {
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
t.boxStarts = tf.slice(boxOutputs, [0, 1], [-1, 2]); t.boxStarts = tf.slice(boxOutputs, [0, 1], [-1, 2]);
t.centers = tf.add(t.boxStarts, anchors); t.centers = tf.add(t.boxStarts, anchors);

93
src/face/face.ts
View File

@ -16,26 +16,28 @@ import * as gear from '../gear/gear';
import * as ssrnetAge from '../gear/ssrnet-age'; import * as ssrnetAge from '../gear/ssrnet-age';
import * as ssrnetGender from '../gear/ssrnet-gender'; import * as ssrnetGender from '../gear/ssrnet-gender';
import * as mobilefacenet from './mobilefacenet'; import * as mobilefacenet from './mobilefacenet';
import type { FaceResult } from '../result'; import type { FaceResult, Emotion, Gender, Race } from '../result';
import type { Tensor } from '../tfjs/types'; import type { Tensor } from '../tfjs/types';
import type { Human } from '../human'; import type { Human } from '../human';
import { calculateFaceAngle } from './angles'; import { calculateFaceAngle } from './angles';
type DescRes = { age: number, gender: Gender, genderScore: number, descriptor: number[], race?: { score: number, race: Race }[] };
export const detectFace = async (instance: Human /* instance of human */, input: Tensor): Promise<FaceResult[]> => { export const detectFace = async (instance: Human /* instance of human */, input: Tensor): Promise<FaceResult[]> => {
// run facemesh, includes blazeface and iris // run facemesh, includes blazeface and iris
// eslint-disable-next-line no-async-promise-executor // eslint-disable-next-line no-async-promise-executor
let timeStamp; let timeStamp: number = now();
let ageRes; let ageRes: { age: number } | Promise<{ age: number }> | null;
let gearRes; let gearRes: gear.GearType | Promise<gear.GearType> | null;
let genderRes; let genderRes: { gender: string, genderScore: number } | Promise<{ gender: string, genderScore: number }> | null;
let emotionRes; let emotionRes: { score: number, emotion: Emotion }[] | Promise<{ score: number, emotion: Emotion }[]>;
let mobilefacenetRes; let mobilefacenetRes: number[] | Promise<number[]> | null;
let antispoofRes; let antispoofRes: number | Promise<number> | null;
let livenessRes; let livenessRes: number | Promise<number> | null;
let descRes; let descRes: DescRes | Promise<DescRes> | null;
const faceRes: Array<FaceResult> = []; const faceRes: Array<FaceResult> = [];
instance.state = 'run:face'; instance.state = 'run:face';
timeStamp = now();
const faces = await facemesh.predict(input, instance.config); const faces = await facemesh.predict(input, instance.config);
instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.face = env.perfadd ? (instance.performance.face || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
@ -65,11 +67,11 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run emotion, inherits face from blazeface // run emotion, inherits face from blazeface
instance.analyze('Start Emotion:'); instance.analyze('Start Emotion:');
if (instance.config.async) { if (instance.config.async) {
emotionRes = instance.config.face.emotion?.enabled ? emotion.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; emotionRes = instance.config.face.emotion?.enabled ? emotion.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : [];
} else { } else {
instance.state = 'run:emotion'; instance.state = 'run:emotion';
timeStamp = now(); timeStamp = now();
emotionRes = instance.config.face.emotion?.enabled ? await emotion.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; emotionRes = instance.config.face.emotion?.enabled ? await emotion.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : [];
instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.emotion = env.perfadd ? (instance.performance.emotion || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze('End Emotion:'); instance.analyze('End Emotion:');
@ -77,11 +79,11 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run antispoof, inherits face from blazeface // run antispoof, inherits face from blazeface
instance.analyze('Start AntiSpoof:'); instance.analyze('Start AntiSpoof:');
if (instance.config.async) { if (instance.config.async) {
antispoofRes = instance.config.face.antispoof?.enabled ? antispoof.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; antispoofRes = instance.config.face.antispoof?.enabled ? antispoof.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = 'run:antispoof'; instance.state = 'run:antispoof';
timeStamp = now(); timeStamp = now();
antispoofRes = instance.config.face.antispoof?.enabled ? await antispoof.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; antispoofRes = instance.config.face.antispoof?.enabled ? await antispoof.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.antispoof = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze('End AntiSpoof:'); instance.analyze('End AntiSpoof:');
@ -89,11 +91,11 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run liveness, inherits face from blazeface // run liveness, inherits face from blazeface
instance.analyze('Start Liveness:'); instance.analyze('Start Liveness:');
if (instance.config.async) { if (instance.config.async) {
livenessRes = instance.config.face.liveness?.enabled ? liveness.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; livenessRes = instance.config.face.liveness?.enabled ? liveness.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : 0;
} else { } else {
instance.state = 'run:liveness'; instance.state = 'run:liveness';
timeStamp = now(); timeStamp = now();
livenessRes = instance.config.face.liveness?.enabled ? await liveness.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null; livenessRes = instance.config.face.liveness?.enabled ? await liveness.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : 0;
instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp); instance.performance.liveness = env.perfadd ? (instance.performance.antispoof || 0) + Math.trunc(now() - timeStamp) : Math.trunc(now() - timeStamp);
} }
instance.analyze('End Liveness:'); instance.analyze('End Liveness:');
@ -101,11 +103,11 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run gear, inherits face from blazeface // run gear, inherits face from blazeface
instance.analyze('Start GEAR:'); instance.analyze('Start GEAR:');
if (instance.config.async) { if (instance.config.async) {
gearRes = instance.config.face['gear']?.enabled ? gear.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; gearRes = instance.config.face['gear']?.enabled ? gear.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = 'run:gear'; instance.state = 'run:gear';
timeStamp = now(); timeStamp = now();
gearRes = instance.config.face['gear']?.enabled ? await gear.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; gearRes = instance.config.face['gear']?.enabled ? await gear.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
instance.performance.gear = Math.trunc(now() - timeStamp); instance.performance.gear = Math.trunc(now() - timeStamp);
} }
instance.analyze('End GEAR:'); instance.analyze('End GEAR:');
@ -113,13 +115,13 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run gear, inherits face from blazeface // run gear, inherits face from blazeface
instance.analyze('Start SSRNet:'); instance.analyze('Start SSRNet:');
if (instance.config.async) { if (instance.config.async) {
ageRes = instance.config.face['ssrnet']?.enabled ? ssrnetAge.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; ageRes = instance.config.face['ssrnet']?.enabled ? ssrnetAge.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
genderRes = instance.config.face['ssrnet']?.enabled ? ssrnetGender.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; genderRes = instance.config.face['ssrnet']?.enabled ? ssrnetGender.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = 'run:ssrnet'; instance.state = 'run:ssrnet';
timeStamp = now(); timeStamp = now();
ageRes = instance.config.face['ssrnet']?.enabled ? await ssrnetAge.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; ageRes = instance.config.face['ssrnet']?.enabled ? await ssrnetAge.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
genderRes = instance.config.face['ssrnet']?.enabled ? await ssrnetGender.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; genderRes = instance.config.face['ssrnet']?.enabled ? await ssrnetGender.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
instance.performance.ssrnet = Math.trunc(now() - timeStamp); instance.performance.ssrnet = Math.trunc(now() - timeStamp);
} }
instance.analyze('End SSRNet:'); instance.analyze('End SSRNet:');
@ -127,11 +129,11 @@ export const detectFace = async (instance: Human /* instance of human */, input:
// run gear, inherits face from blazeface // run gear, inherits face from blazeface
instance.analyze('Start MobileFaceNet:'); instance.analyze('Start MobileFaceNet:');
if (instance.config.async) { if (instance.config.async) {
mobilefacenetRes = instance.config.face['mobilefacenet']?.enabled ? mobilefacenet.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = instance.config.face['mobilefacenet']?.enabled ? mobilefacenet.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
} else { } else {
instance.state = 'run:mobilefacenet'; instance.state = 'run:mobilefacenet';
timeStamp = now(); timeStamp = now();
mobilefacenetRes = instance.config.face['mobilefacenet']?.enabled ? await mobilefacenet.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : {}; mobilefacenetRes = instance.config.face['mobilefacenet']?.enabled ? await mobilefacenet.predict(faces[i].tensor || tf.tensor([]), instance.config, i, faces.length) : null;
instance.performance.mobilefacenet = Math.trunc(now() - timeStamp); instance.performance.mobilefacenet = Math.trunc(now() - timeStamp);
} }
instance.analyze('End MobileFaceNet:'); instance.analyze('End MobileFaceNet:');
@ -154,11 +156,26 @@ export const detectFace = async (instance: Human /* instance of human */, input:
} }
instance.analyze('Finish Face:'); instance.analyze('Finish Face:');
// override age/gender if alternative models are used if (instance.config.face['ssrnet']?.enabled && ageRes && genderRes) { // override age/gender if ssrnet model is used
if (instance.config.face['ssrnet']?.enabled && ageRes && genderRes) descRes = { age: ageRes.age, gender: genderRes.gender, genderScore: genderRes.genderScore }; descRes = {
if (instance.config.face['gear']?.enabled && gearRes) descRes = { age: gearRes.age, gender: gearRes.gender, genderScore: gearRes.genderScore, race: gearRes.race }; ...(descRes as DescRes),
// override descriptor if embedding model is used age: (ageRes as { age: number}).age,
if (instance.config.face['mobilefacenet']?.enabled && mobilefacenetRes) descRes.descriptor = mobilefacenetRes; gender: (genderRes as { gender: Gender, genderScore: number }).gender,
genderScore: (genderRes as { gender: Gender, genderScore: number }).genderScore,
};
}
if (instance.config.face['gear']?.enabled && gearRes) { // override age/gender/race if gear model is used
descRes = {
...(descRes as DescRes),
age: (gearRes as gear.GearType).age,
gender: (gearRes as gear.GearType).gender,
genderScore: (gearRes as gear.GearType).genderScore,
race: (gearRes as gear.GearType).race,
};
}
if (instance.config.face['mobilefacenet']?.enabled && mobilefacenetRes) { // override descriptor if embedding model is used
(descRes as DescRes).descriptor = mobilefacenetRes as number[];
}
// calculate iris distance // calculate iris distance
// iris: array[ center, left, top, right, bottom] // iris: array[ center, left, top, right, bottom]
@ -183,14 +200,14 @@ export const detectFace = async (instance: Human /* instance of human */, input:
...faces[i], ...faces[i],
id: i, id: i,
}; };
if (descRes?.age) res.age = descRes.age; if ((descRes as DescRes)?.age) res.age = (descRes as DescRes).age as number;
if (descRes?.gender) res.gender = descRes.gender; if ((descRes as DescRes)?.gender) res.gender = (descRes as DescRes).gender as Gender;
if (descRes?.genderScore) res.genderScore = descRes?.genderScore; if ((descRes as DescRes)?.genderScore) res.genderScore = (descRes as DescRes)?.genderScore as number;
if (descRes?.descriptor) res.embedding = descRes?.descriptor; if ((descRes as DescRes)?.descriptor) res.embedding = (descRes as DescRes)?.descriptor as Array<number>;
if (descRes?.race) res.race = descRes?.race; if ((descRes as DescRes)?.race) res.race = (descRes as DescRes)?.race as { score: number, race: Race }[];
if (emotionRes) res.emotion = emotionRes; if (emotionRes) res.emotion = emotionRes as Array<{ score: number, emotion: Emotion }>;
if (antispoofRes) res.real = antispoofRes; if (antispoofRes) res.real = antispoofRes as number;
if (livenessRes) res.live = livenessRes; if (livenessRes) res.live = livenessRes as number;
if (irisSize && irisSize !== 0) res.iris = Math.trunc(500 / irisSize / 11.7) / 100; if (irisSize && irisSize !== 0) res.iris = Math.trunc(500 / irisSize / 11.7) / 100;
if (rotation) res.rotation = rotation; if (rotation) res.rotation = rotation;
if (tensor) res.tensor = tensor; if (tensor) res.tensor = tensor;

9
src/face/faceres.ts
View File

@ -13,11 +13,14 @@ import * as tf from '../../dist/tfjs.esm.js';
import { constants } from '../tfjs/constants'; import { constants } from '../tfjs/constants';
import type { Tensor, GraphModel } from '../tfjs/types'; import type { Tensor, GraphModel } from '../tfjs/types';
import type { Config } from '../config'; import type { Config } from '../config';
import type { Gender, Race } from '../result';
export type FaceRes = { age: number, gender: Gender, genderScore: number, descriptor: number[], race?: { score: number, race: Race }[] };
let model: GraphModel | null; let model: GraphModel | null;
const last: Array<{ const last: Array<{
age: number, age: number,
gender: string, gender: Gender,
genderScore: number, genderScore: number,
descriptor: number[], descriptor: number[],
}> = []; }> = [];
@ -63,7 +66,7 @@ export function enhance(input): Tensor {
*/ */
} }
export async function predict(image: Tensor, config: Config, idx, count): Promise<{ age: number, gender: string, genderScore: number, descriptor: number[] }> { export async function predict(image: Tensor, config: Config, idx: number, count: number): Promise<FaceRes> {
if (!model) return { age: 0, gender: 'unknown', genderScore: 0, descriptor: [] }; if (!model) return { age: 0, gender: 'unknown', genderScore: 0, descriptor: [] };
const skipFrame = skipped < (config.face.description?.skipFrames || 0); const skipFrame = skipped < (config.face.description?.skipFrames || 0);
const skipTime = (config.face.description?.skipTime || 0) > (now() - lastTime); const skipTime = (config.face.description?.skipTime || 0) > (now() - lastTime);
@ -75,7 +78,7 @@ export async function predict(image: Tensor, config: Config, idx, count): Promis
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const obj = { const obj = {
age: <number>0, age: <number>0,
gender: <string>'unknown', gender: <Gender>'unknown',
genderScore: <number>0, genderScore: <number>0,
descriptor: <number[]>[], descriptor: <number[]>[],
}; };

4
src/gear/gear.ts
View File

@ -11,7 +11,7 @@ import type { Config } from '../config';
import type { GraphModel, Tensor } from '../tfjs/types'; import type { GraphModel, Tensor } from '../tfjs/types';
import { env } from '../util/env'; import { env } from '../util/env';
type GearType = { age: number, gender: Gender, genderScore: number, race: Array<{ score: number, race: Race }> } export type GearType = { age: number, gender: Gender, genderScore: number, race: Array<{ score: number, race: Race }> }
let model: GraphModel | null; let model: GraphModel | null;
const last: Array<GearType> = []; const last: Array<GearType> = [];
const raceNames = ['white', 'black', 'asian', 'indian', 'other']; const raceNames = ['white', 'black', 'asian', 'indian', 'other'];
@ -32,7 +32,7 @@ export async function load(config: Config) {
} }
// eslint-disable-next-line @typescript-eslint/no-explicit-any // eslint-disable-next-line @typescript-eslint/no-explicit-any
export async function predict(image: Tensor, config: Config, idx, count): Promise<GearType> { export async function predict(image: Tensor, config: Config, idx: number, count: number): Promise<GearType> {
if (!model) return { age: 0, gender: 'unknown', genderScore: 0, race: [] }; if (!model) return { age: 0, gender: 'unknown', genderScore: 0, race: [] };
const skipFrame = skipped < (config.face['gear']?.skipFrames || 0); const skipFrame = skipped < (config.face['gear']?.skipFrames || 0);
const skipTime = (config.face['gear']?.skipTime || 0) > (now() - lastTime); const skipTime = (config.face['gear']?.skipTime || 0) > (now() - lastTime);

2
src/hand/handtrack.ts
View File

@ -172,7 +172,7 @@ async function detectFingers(input: Tensor, h: HandDetectResult, config: Config)
]); ]);
hand.landmarks = fingerPose.analyze(hand.keypoints) as HandResult['landmarks']; // calculate finger gestures hand.landmarks = fingerPose.analyze(hand.keypoints) as HandResult['landmarks']; // calculate finger gestures
for (const key of Object.keys(fingerMap)) { // map keypoints to per-finger annotations for (const key of Object.keys(fingerMap)) { // map keypoints to per-finger annotations
hand.annotations[key] = fingerMap[key].map((index) => (hand.landmarks && hand.keypoints[index] ? hand.keypoints[index] : null)); hand.annotations[key] = fingerMap[key].map((index: number) => (hand.landmarks && hand.keypoints[index] ? hand.keypoints[index] : null));
} }
} }
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor])); Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));

8
src/object/centernet.ts
View File

@ -31,11 +31,11 @@ export async function load(config: Config): Promise<GraphModel> {
return model; return model;
} }
async function process(res: Tensor | null, outputShape, config: Config) { async function process(res: Tensor | null, outputShape: [number, number], config: Config) {
if (!res) return []; if (!res) return [];
const t: Record<string, Tensor> = {}; const t: Record<string, Tensor> = {};
const results: Array<ObjectResult> = []; const results: Array<ObjectResult> = [];
const detections = await res.array(); const detections = await res.array() as number[][][];
t.squeeze = tf.squeeze(res); t.squeeze = tf.squeeze(res);
const arr = tf.split(t.squeeze, 6, 1) as Tensor[]; // x1, y1, x2, y2, score, class const arr = tf.split(t.squeeze, 6, 1) as Tensor[]; // x1, y1, x2, y2, score, class
t.stack = tf.stack([arr[1], arr[0], arr[3], arr[2]], 1); // reorder dims as tf.nms expects y, x t.stack = tf.stack([arr[1], arr[0], arr[3], arr[2]], 1); // reorder dims as tf.nms expects y, x
@ -43,7 +43,7 @@ async function process(res: Tensor | null, outputShape, config: Config) {
t.scores = tf.squeeze(arr[4]); t.scores = tf.squeeze(arr[4]);
t.classes = tf.squeeze(arr[5]); t.classes = tf.squeeze(arr[5]);
tf.dispose([res, ...arr]); tf.dispose([res, ...arr]);
t.nms = await tf.image.nonMaxSuppressionAsync(t.boxes, t.scores, config.object.maxDetected, config.object.iouThreshold, config.object.minConfidence); t.nms = await tf.image.nonMaxSuppressionAsync(t.boxes, t.scores, config.object.maxDetected, config.object.iouThreshold, (config.object.minConfidence || 0));
const nms = await t.nms.data(); const nms = await t.nms.data();
let i = 0; let i = 0;
for (const id of Array.from(nms)) { for (const id of Array.from(nms)) {
@ -81,7 +81,7 @@ export async function predict(input: Tensor, config: Config): Promise<ObjectResu
} }
skipped = 0; skipped = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize = [input.shape[2], input.shape[1]]; const outputSize = [input.shape[2] || 0, input.shape[1] || 0] as [number, number];
const resize = tf.image.resizeBilinear(input, [inputSize, inputSize]); const resize = tf.image.resizeBilinear(input, [inputSize, inputSize]);
const objectT = config.object.enabled ? model?.execute(resize, ['tower_0/detections']) as Tensor : null; const objectT = config.object.enabled ? model?.execute(resize, ['tower_0/detections']) as Tensor : null;
lastTime = now(); lastTime = now();

29
src/object/nanodet.ts
View File

@ -13,25 +13,26 @@ import type { GraphModel, Tensor } from '../tfjs/types';
import type { Config } from '../config'; import type { Config } from '../config';
import { env } from '../util/env'; import { env } from '../util/env';
let model; let model: GraphModel;
let last: Array<ObjectResult> = []; let last: Array<ObjectResult> = [];
let lastTime = 0; let lastTime = 0;
let skipped = Number.MAX_SAFE_INTEGER; let skipped = Number.MAX_SAFE_INTEGER;
let inputSize = 0;
const scaleBox = 2.5; // increase box size const scaleBox = 2.5; // increase box size
export async function load(config: Config): Promise<GraphModel> { export async function load(config: Config): Promise<GraphModel> {
if (!model || env.initial) { if (!model || env.initial) {
model = await tf.loadGraphModel(join(config.modelBasePath, config.object.modelPath || '')); model = await tf.loadGraphModel(join(config.modelBasePath, config.object.modelPath || '')) as unknown as GraphModel;
const inputs = Object.values(model.modelSignature['inputs']); const inputs = Object.values(model.modelSignature['inputs']);
model.inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : null; inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
if (!model || !model.modelUrl) log('load model failed:', config.object.modelPath); if (!model || !model['modelUrl']) log('load model failed:', config.object.modelPath);
else if (config.debug) log('load model:', model.modelUrl); else if (config.debug) log('load model:', model['modelUrl']);
} else if (config.debug) log('cached model:', model.modelUrl); } else if (config.debug) log('cached model:', model['modelUrl']);
return model; return model;
} }
async function process(res, inputSize, outputShape, config) { async function process(res: Tensor[], outputShape: [number, number], config: Config) {
let id = 0; let id = 0;
let results: Array<ObjectResult> = []; let results: Array<ObjectResult> = [];
for (const strideSize of [1, 2, 4]) { // try each stride size as it detects large/medium/small objects for (const strideSize of [1, 2, 4]) { // try each stride size as it detects large/medium/small objects
@ -39,18 +40,18 @@ async function process(res, inputSize, outputShape, config) {
tf.tidy(async () => { // wrap in tidy to automatically deallocate temp tensors tf.tidy(async () => { // wrap in tidy to automatically deallocate temp tensors
const baseSize = strideSize * 13; // 13x13=169, 26x26=676, 52x52=2704 const baseSize = strideSize * 13; // 13x13=169, 26x26=676, 52x52=2704
// find boxes and scores output depending on stride // find boxes and scores output depending on stride
const scoresT = res.find((a) => (a.shape[1] === (baseSize ** 2) && a.shape[2] === labels.length))?.squeeze(); const scoresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) === labels.length)));
const featuresT = res.find((a) => (a.shape[1] === (baseSize ** 2) && a.shape[2] < labels.length))?.squeeze(); const featuresT = tf.squeeze(res.find((a: Tensor) => (a.shape[1] === (baseSize ** 2) && (a.shape[2] || 0) < labels.length)));
const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); // reshape [output] to [4, output / 4] where number is number of different features inside each stride const boxesMax = featuresT.reshape([-1, 4, featuresT.shape[1] / 4]); // reshape [output] to [4, output / 4] where number is number of different features inside each stride
const boxIdx = await boxesMax.argMax(2).array(); // what we need is indexes of features with highest scores, not values itself const boxIdx = await boxesMax.argMax(2).array(); // what we need is indexes of features with highest scores, not values itself
const scores = await scoresT.array(); // optionally use exponential scores or just as-is const scores = await scoresT.array(); // optionally use exponential scores or just as-is
for (let i = 0; i < scoresT.shape[0]; i++) { // total strides (x * y matrix) for (let i = 0; i < scoresT.shape[0]; i++) { // total strides (x * y matrix)
for (let j = 0; j < scoresT.shape[1]; j++) { // one score for each class for (let j = 0; j < scoresT.shape[1]; j++) { // one score for each class
const score = scores[i][j]; // get score for current position const score = scores[i][j]; // get score for current position
if (score > config.object.minConfidence && j !== 61) { if (score > (config.object.minConfidence || 0) && j !== 61) {
const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; // center.x normalized to range 0..1 const cx = (0.5 + Math.trunc(i % baseSize)) / baseSize; // center.x normalized to range 0..1
const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; // center.y normalized to range 0..1 const cy = (0.5 + Math.trunc(i / baseSize)) / baseSize; // center.y normalized to range 0..1
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize)); // just grab indexes of features with highest scores const boxOffset = boxIdx[i].map((a: number) => a * (baseSize / strideSize / inputSize)); // just grab indexes of features with highest scores
const [x, y] = [ const [x, y] = [
cx - (scaleBox / strideSize * boxOffset[0]), cx - (scaleBox / strideSize * boxOffset[0]),
cy - (scaleBox / strideSize * boxOffset[1]), cy - (scaleBox / strideSize * boxOffset[1]),
@ -116,8 +117,8 @@ export async function predict(image: Tensor, config: Config): Promise<ObjectResu
skipped = 0; skipped = 0;
if (!env.kernels.includes('mod') || !env.kernels.includes('sparsetodense')) return last; if (!env.kernels.includes('mod') || !env.kernels.includes('sparsetodense')) return last;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const outputSize = [image.shape[2], image.shape[1]]; const outputSize = [image.shape[2] || 0, image.shape[1] || 0];
const resize = tf.image.resizeBilinear(image, [model.inputSize, model.inputSize], false); const resize = tf.image.resizeBilinear(image, [inputSize, inputSize], false);
const norm = tf.div(resize, constants.tf255); const norm = tf.div(resize, constants.tf255);
const transpose = norm.transpose([0, 3, 1, 2]); const transpose = norm.transpose([0, 3, 1, 2]);
tf.dispose(norm); tf.dispose(norm);
@ -128,7 +129,7 @@ export async function predict(image: Tensor, config: Config): Promise<ObjectResu
lastTime = now(); lastTime = now();
tf.dispose(transpose); tf.dispose(transpose);
const obj = await process(objectT, model.inputSize, outputSize, config); const obj = await process(objectT as Tensor[], outputSize as [number, number], config);
last = obj; last = obj;
resolve(obj); resolve(obj);
}); });

3
src/segmentation/segmentation.ts
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@ -66,7 +66,8 @@ export async function process(input: Input, background: Input | undefined, confi
} }
const alphaCanvas = image.canvas(width, height); const alphaCanvas = image.canvas(width, height);
await tf.browser.toPixels(t.data, alphaCanvas); // @ts-ignore browser is not defined in tfjs-node
if (tf.browser) await tf.browser.toPixels(t.data, alphaCanvas);
const alphaCtx = alphaCanvas.getContext('2d') as CanvasRenderingContext2D; const alphaCtx = alphaCanvas.getContext('2d') as CanvasRenderingContext2D;
if (config.segmentation.blur && config.segmentation.blur > 0) alphaCtx.filter = `blur(${config.segmentation.blur}px)`; // use css filter for bluring, can be done with gaussian blur manually instead if (config.segmentation.blur && config.segmentation.blur > 0) alphaCtx.filter = `blur(${config.segmentation.blur}px)`; // use css filter for bluring, can be done with gaussian blur manually instead
const alphaData = alphaCtx.getImageData(0, 0, width, height); const alphaData = alphaCtx.getImageData(0, 0, width, height);

48
test/build.log
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@ -1,24 +1,24 @@
2021-12-27 10:48:11 INFO:  Application: {"name":"@vladmandic/human","version":"2.5.7"} 2021-12-28 11:31:57 INFO:  Application: {"name":"@vladmandic/human","version":"2.5.7"}
2021-12-27 10:48:11 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 2021-12-28 11:31:57 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
2021-12-27 10:48:11 INFO:  Toolchain: {"build":"0.6.6","esbuild":"0.13.15","typescript":"4.5.4","typedoc":"0.22.10","eslint":"8.5.0"} 2021-12-28 11:31:57 INFO:  Toolchain: {"build":"0.6.6","esbuild":"0.13.15","typescript":"4.5.4","typedoc":"0.22.10","eslint":"8.5.0"}
2021-12-27 10:48:11 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 2021-12-28 11:31:57 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
2021-12-27 10:48:11 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 2021-12-28 11:31:57 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":1275} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":102,"outputBytes":1275}
2021-12-27 10:48:11 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":63,"inputBytes":561109,"outputBytes":463260} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":63,"inputBytes":563599,"outputBytes":463415}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":1283} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":1283}
2021-12-27 10:48:11 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":63,"inputBytes":561117,"outputBytes":463264} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":63,"inputBytes":563607,"outputBytes":463419}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":1350} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":149,"outputBytes":1350}
2021-12-27 10:48:11 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":63,"inputBytes":561184,"outputBytes":463336} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":63,"inputBytes":563674,"outputBytes":463491}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1652} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1063,"outputBytes":1652}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2326,"outputBytes":912} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2326,"outputBytes":912}
2021-12-27 10:48:11 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":63,"inputBytes":560746,"outputBytes":465022} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":63,"inputBytes":563236,"outputBytes":465213}
2021-12-27 10:48:11 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":2515619} 2021-12-28 11:31:57 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":110,"outputBytes":2515619}
2021-12-27 10:48:12 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":63,"inputBytes":3075453,"outputBytes":1631330} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":63,"inputBytes":3077943,"outputBytes":1631298}
2021-12-27 10:48:12 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3075453,"outputBytes":2986636} 2021-12-28 11:31:57 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3077943,"outputBytes":2986799}
2021-12-27 10:48:25 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":110} 2021-12-28 11:32:07 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":110}
2021-12-27 10:48:28 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":69,"generated":true} 2021-12-28 11:32:11 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":69,"generated":true}
2021-12-27 10:48:28 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":5864,"outputBytes":4127} 2021-12-28 11:32:11 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":5864,"outputBytes":4127}
2021-12-27 10:48:28 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794} 2021-12-28 11:32:11 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794}
2021-12-27 10:49:01 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":93,"errors":0,"warnings":0} 2021-12-28 11:32:32 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":93,"errors":0,"warnings":0}
2021-12-27 10:49:01 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 2021-12-28 11:32:32 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
2021-12-27 10:49:01 INFO:  Done... 2021-12-28 11:32:32 INFO:  Done...

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test/test.log
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typedoc/index.html
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18
typedoc/interfaces/BodyConfig.html
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@ -2,14 +2,16 @@
<p>Configures all body detection specific options</p> <p>Configures all body detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">BodyConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">BodyConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L72">src/config.ts:72</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L77">src/config.ts:77</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>maximum numboer of detected bodies</p> <p>maximum number of detected bodies</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L74">src/config.ts:74</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L79">src/config.ts:79</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected body before results are discarded</p> <p>minimum confidence for a detected body before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="BodyConfig.html" class="tsd-kind-icon">Body<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="BodyConfig.html" class="tsd-kind-icon">Body<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="BodyConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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typedoc/interfaces/Config.html
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@ -2,10 +2,10 @@
<p>Configuration interface definition for <strong>Human</strong> library <p>Configuration interface definition for <strong>Human</strong> library
Contains all configurable parameters Contains all configurable parameters
Defaults: <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">config</a></p> Defaults: <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">config</a></p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L229">src/config.ts:229</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Config</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="async" class="tsd-anchor"></a><h3>async</h3><div class="tsd-signature tsd-kind-icon">async<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L234">src/config.ts:234</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Perform model loading and inference concurrently or sequentially</p> <p>Perform model loading and inference concurrently or sequentially</p>
</div><div><p>default: <code>true</code></p> </div><div><p>default: <code>true</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L211">src/config.ts:211</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="backend" class="tsd-anchor"></a><h3>backend</h3><div class="tsd-signature tsd-kind-icon">backend<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;cpu&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;wasm&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;humangl&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;tensorflow&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;webgpu&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L216">src/config.ts:216</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Backend used for TFJS operations <p>Backend used for TFJS operations
valid build-in backends are:</p> valid build-in backends are:</p>
<ul> <ul>
@ -13,48 +13,48 @@ valid build-in backends are:</p>
<li>NodeJS: <code>cpu</code>, <code>wasm</code>, <code>tensorflow</code> <li>NodeJS: <code>cpu</code>, <code>wasm</code>, <code>tensorflow</code>
default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</li> default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</li>
</ul> </ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L270">src/config.ts:270</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="body" class="tsd-anchor"></a><h3>body</h3><div class="tsd-signature tsd-kind-icon">body<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L275">src/config.ts:275</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Body config <a href="BodyConfig.html">BodyConfig</a></p> <p>Body config <a href="BodyConfig.html">BodyConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L252">src/config.ts:252</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="cacheSensitivity" class="tsd-anchor"></a><h3>cache<wbr/>Sensitivity</h3><div class="tsd-signature tsd-kind-icon">cache<wbr/>Sensitivity<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L257">src/config.ts:257</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Cache sensitivity</p> <p>Cache sensitivity</p>
<ul> <ul>
<li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li> <li>values 0..1 where 0.01 means reset cache if input changed more than 1%</li>
<li>set to 0 to disable caching</li> <li>set to 0 to disable caching</li>
</ul> </ul>
</div><div><p>default: 0.7</p> </div><div><p>default: 0.7</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="deallocate" class="tsd-anchor"></a><h3>deallocate</h3><div class="tsd-signature tsd-kind-icon">deallocate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L255">src/config.ts:255</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="deallocate" class="tsd-anchor"></a><h3>deallocate</h3><div class="tsd-signature tsd-kind-icon">deallocate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L260">src/config.ts:260</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Perform immediate garbage collection on deallocated tensors instead of caching them</p> <p>Perform immediate garbage collection on deallocated tensors instead of caching them</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L223">src/config.ts:223</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="debug" class="tsd-anchor"></a><h3>debug</h3><div class="tsd-signature tsd-kind-icon">debug<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L228">src/config.ts:228</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Print debug statements to console</p> <p>Print debug statements to console</p>
</div><div><p>default: <code>true</code></p> </div><div><p>default: <code>true</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L267">src/config.ts:267</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="face" class="tsd-anchor"></a><h3>face</h3><div class="tsd-signature tsd-kind-icon">face<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L272">src/config.ts:272</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Face config <a href="FaceConfig.html">FaceConfig</a></p> <p>Face config <a href="FaceConfig.html">FaceConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L261">src/config.ts:261</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="filter" class="tsd-anchor"></a><h3>filter</h3><div class="tsd-signature tsd-kind-icon">filter<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L266">src/config.ts:266</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Filter config <a href="FilterConfig.html">FilterConfig</a></p> <p>Filter config <a href="FilterConfig.html">FilterConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L264">src/config.ts:264</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="gesture" class="tsd-anchor"></a><h3>gesture</h3><div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L269">src/config.ts:269</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Gesture config <a href="GestureConfig.html">GestureConfig</a></p> <p>Gesture config <a href="GestureConfig.html">GestureConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L273">src/config.ts:273</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hand" class="tsd-anchor"></a><h3>hand</h3><div class="tsd-signature tsd-kind-icon">hand<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L278">src/config.ts:278</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Hand config <a href="HandConfig.html">HandConfig</a></p> <p>Hand config <a href="HandConfig.html">HandConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L244">src/config.ts:244</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelBasePath" class="tsd-anchor"></a><h3>model<wbr/>Base<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Base<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L249">src/config.ts:249</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Base model path (typically starting with file://, http:// or https://) for all models</p> <p>Base model path (typically starting with file://, http:// or https://) for all models</p>
<ul> <ul>
<li>individual modelPath values are relative to this path</li> <li>individual modelPath values are relative to this path</li>
</ul> </ul>
</div><div><p>default: <code>../models/</code> for browsers and <code>file://models/</code> for nodejs</p> </div><div><p>default: <code>../models/</code> for browsers and <code>file://models/</code> for nodejs</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L276">src/config.ts:276</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="object" class="tsd-anchor"></a><h3>object</h3><div class="tsd-signature tsd-kind-icon">object<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L281">src/config.ts:281</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Object config <a href="ObjectConfig.html">ObjectConfig</a></p> <p>Object config <a href="ObjectConfig.html">ObjectConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L279">src/config.ts:279</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><div class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Partial</span><span class="tsd-signature-symbol">&lt;</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><span class="tsd-signature-symbol">&gt;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L284">src/config.ts:284</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Segmentation config <a href="SegmentationConfig.html">SegmentationConfig</a></p> <p>Segmentation config <a href="SegmentationConfig.html">SegmentationConfig</a></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L258">src/config.ts:258</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipAllowed" class="tsd-anchor"></a><h3>skip<wbr/>Allowed</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Allowed<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L263">src/config.ts:263</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Internal Variable</p> <p>Internal Variable</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L237">src/config.ts:237</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="warmup" class="tsd-anchor"></a><h3>warmup</h3><div class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">&quot;&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;face&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;body&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;none&quot;</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">&quot;full&quot;</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L242">src/config.ts:242</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>What to use for <code>human.warmup()</code></p> <p>What to use for <code>human.warmup()</code></p>
<ul> <ul>
<li>warmup pre-initializes all models for faster inference but can take significant time on startup</li> <li>warmup pre-initializes all models for faster inference but can take significant time on startup</li>
<li>used by <code>webgl</code>, <code>humangl</code> and <code>webgpu</code> backends</li> <li>used by <code>webgl</code>, <code>humangl</code> and <code>webgpu</code> backends</li>
</ul> </ul>
</div><div><p>default: <code>full</code></p> </div><div><p>default: <code>full</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L217">src/config.ts:217</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="wasmPath" class="tsd-anchor"></a><h3>wasm<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">wasm<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L222">src/config.ts:222</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>Path to *.wasm files if backend is set to <code>wasm</code></p> <p>Path to *.wasm files if backend is set to <code>wasm</code></p>
</div><div><p>default: auto-detects to link to CDN <code>jsdelivr</code> when running in browser</p> </div><div><p>default: auto-detects to link to CDN <code>jsdelivr</code> when running in browser</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="Config.html" class="tsd-kind-icon">Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#async" class="tsd-kind-icon">async</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#backend" class="tsd-kind-icon">backend</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#body" class="tsd-kind-icon">body</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#cacheSensitivity" class="tsd-kind-icon">cache<wbr/>Sensitivity</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#deallocate" class="tsd-kind-icon">deallocate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#debug" class="tsd-kind-icon">debug</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#face" class="tsd-kind-icon">face</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#filter" class="tsd-kind-icon">filter</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#gesture" class="tsd-kind-icon">gesture</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#hand" class="tsd-kind-icon">hand</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#modelBasePath" class="tsd-kind-icon">model<wbr/>Base<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#object" class="tsd-kind-icon">object</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#skipAllowed" class="tsd-kind-icon">skip<wbr/>Allowed</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#warmup" class="tsd-kind-icon">warmup</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="Config.html#wasmPath" class="tsd-kind-icon">wasm<wbr/>Path</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

12
typedoc/interfaces/FaceAntiSpoofConfig.html
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@ -3,9 +3,11 @@
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceAntiSpoofConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceAntiSpoofConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceAntiSpoofConfig.html" class="tsd-kind-icon">Face<wbr/>Anti<wbr/>Spoof<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceAntiSpoofConfig.html" class="tsd-kind-icon">Face<wbr/>Anti<wbr/>Spoof<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceAntiSpoofConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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</ul> </ul>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDescriptionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDescriptionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDescriptionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDescriptionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDescriptionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L43">src/config.ts:43</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L48">src/config.ts:48</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected face before results are discarded</p> <p>minimum confidence for a detected face before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
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typedoc/interfaces/FaceDetectorConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="FaceDetectorConfig.html">FaceDetectorConfig</a></li></ul><h1>Interface FaceDetectorConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>FaceDetectorConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="FaceDetectorConfig.html">FaceDetectorConfig</a></li></ul><h1>Interface FaceDetectorConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Dectector part of face configuration</p> <p>Detector part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDetectorConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceDetectorConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L25">src/config.ts:25</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L29">src/config.ts:29</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum overlap between two detected faces before one is discarded</p> <p>minimum overlap between two detected faces before one is discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="mask" class="tsd-anchor"></a><h3>mask</h3><div class="tsd-signature tsd-kind-icon">mask<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L27">src/config.ts:27</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="mask" class="tsd-anchor"></a><h3>mask</h3><div class="tsd-signature tsd-kind-icon">mask<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L31">src/config.ts:31</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>should child models perform on masked image of a face</p> <p>should child models perform on masked image of a face</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L21">src/config.ts:21</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L25">src/config.ts:25</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>maximum number of detected faces</p> <p>maximum number of detected faces</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L23">src/config.ts:23</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L27">src/config.ts:27</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected face before results are discarded</p> <p>minimum confidence for a detected face before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L29">src/config.ts:29</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L34">src/config.ts:34</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>should face detection return face tensor to be used in some other extenrnal model?</p> <p>should face detection return processed and cropped face tensor that can with an external model for addtional processing?
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="rotation" class="tsd-anchor"></a><h3>rotation</h3><div class="tsd-signature tsd-kind-icon">rotation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L19">src/config.ts:19</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> if enabled it must be manually deallocated to avoid memory leak</p>
<p>is face rotation correction performed after detecting face?</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="rotation" class="tsd-anchor"></a><h3>rotation</h3><div class="tsd-signature tsd-kind-icon">rotation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L23">src/config.ts:23</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> <p>is face rotation correction performed after detecting face?
<p>how many max frames to go without re-running model if cached results are acceptable</p> used to correctly analyze faces under high angles</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceDetectorConfig.html" class="tsd-kind-icon">Face<wbr/>Detector<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceDetectorConfig.html" class="tsd-kind-icon">Face<wbr/>Detector<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#mask" class="tsd-kind-icon">mask</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceDetectorConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceDetectorConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

14
typedoc/interfaces/FaceEmotionConfig.html
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@ -2,12 +2,14 @@
<p>Emotion part of face configuration</p> <p>Emotion part of face configuration</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceEmotionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceEmotionConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L49">src/config.ts:49</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L54">src/config.ts:54</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected face before results are discarded</p> <p>minimum confidence for a detected face before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceEmotionConfig.html" class="tsd-kind-icon">Face<wbr/>Emotion<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceEmotionConfig.html" class="tsd-kind-icon">Face<wbr/>Emotion<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FaceEmotionConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceEmotionConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

12
typedoc/interfaces/FaceIrisConfig.html
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</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceIrisConfig.html" class="tsd-kind-icon">Face<wbr/>Iris<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceIrisConfig.html" class="tsd-kind-icon">Face<wbr/>Iris<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceIrisConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

12
typedoc/interfaces/FaceLivenessConfig.html
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</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceLivenessConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceLivenessConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceLivenessConfig.html" class="tsd-kind-icon">Face<wbr/>Liveness<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceLivenessConfig.html" class="tsd-kind-icon">Face<wbr/>Liveness<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceLivenessConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

12
typedoc/interfaces/FaceMeshConfig.html
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</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section tsd-is-inherited"><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group tsd-is-inherited"><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceMeshConfig.html" class="tsd-kind-icon">Face<wbr/>Mesh<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="FaceMeshConfig.html" class="tsd-kind-icon">Face<wbr/>Mesh<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="FaceMeshConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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typedoc/interfaces/FilterConfig.html
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<li>available only in Browser environments</li> <li>available only in Browser environments</li>
<li>image filters run with near-zero latency as they are executed on the GPU using WebGL</li> <li>image filters run with near-zero latency as they are executed on the GPU using WebGL</li>
</ul> </ul>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FilterConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#equalization" class="tsd-kind-icon">equalization</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L167">src/config.ts:167</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">FilterConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#brightness" class="tsd-kind-icon">brightness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#contrast" class="tsd-kind-icon">contrast</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#equalization" class="tsd-kind-icon">equalization</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#flip" class="tsd-kind-icon">flip</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#height" class="tsd-kind-icon">height</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#hue" class="tsd-kind-icon">hue</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#kodachrome" class="tsd-kind-icon">kodachrome</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#negative" class="tsd-kind-icon">negative</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#pixelate" class="tsd-kind-icon">pixelate</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#polaroid" class="tsd-kind-icon">polaroid</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#return" class="tsd-kind-icon">return</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#saturation" class="tsd-kind-icon">saturation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sepia" class="tsd-kind-icon">sepia</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#sharpness" class="tsd-kind-icon">sharpness</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#technicolor" class="tsd-kind-icon">technicolor</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#vintage" class="tsd-kind-icon">vintage</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="FilterConfig.html#width" class="tsd-kind-icon">width</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L172">src/config.ts:172</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: 0 (no blur) to N (blur radius in pixels)</p> <p>range: 0 (no blur) to N (blur radius in pixels)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="brightness" class="tsd-anchor"></a><h3>brightness</h3><div class="tsd-signature tsd-kind-icon">brightness<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L161">src/config.ts:161</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="brightness" class="tsd-anchor"></a><h3>brightness</h3><div class="tsd-signature tsd-kind-icon">brightness<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L166">src/config.ts:166</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: -1 (darken) to 1 (lighten)</p> <p>range: -1 (darken) to 1 (lighten)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="contrast" class="tsd-anchor"></a><h3>contrast</h3><div class="tsd-signature tsd-kind-icon">contrast<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L163">src/config.ts:163</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="contrast" class="tsd-anchor"></a><h3>contrast</h3><div class="tsd-signature tsd-kind-icon">contrast<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L168">src/config.ts:168</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: -1 (reduce contrast) to 1 (increase contrast)</p> <p>range: -1 (reduce contrast) to 1 (increase contrast)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L139">src/config.ts:139</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L144">src/config.ts:144</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>are image filters enabled?</p> <p>are image filters enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="equalization" class="tsd-anchor"></a><h3>equalization</h3><div class="tsd-signature tsd-kind-icon">equalization<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L143">src/config.ts:143</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="equalization" class="tsd-anchor"></a><h3>equalization</h3><div class="tsd-signature tsd-kind-icon">equalization<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L148">src/config.ts:148</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>perform image histogram equalization</p> <p>perform image histogram equalization</p>
<ul> <ul>
<li>equalization is performed on input as a whole and detected face before its passed for further analysis</li> <li>equalization is performed on input as a whole and detected face before its passed for further analysis</li>
</ul> </ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="flip" class="tsd-anchor"></a><h3>flip</h3><div class="tsd-signature tsd-kind-icon">flip<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L159">src/config.ts:159</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="flip" class="tsd-anchor"></a><h3>flip</h3><div class="tsd-signature tsd-kind-icon">flip<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L164">src/config.ts:164</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>flip input as mirror image</p> <p>flip input as mirror image</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="height" class="tsd-anchor"></a><h3>height</h3><div class="tsd-signature tsd-kind-icon">height<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L155">src/config.ts:155</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="height" class="tsd-anchor"></a><h3>height</h3><div class="tsd-signature tsd-kind-icon">height<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L160">src/config.ts:160</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>resize input height</p> <p>resize input height</p>
<ul> <ul>
<li>if both width and height are set to 0, there is no resizing</li> <li>if both width and height are set to 0, there is no resizing</li>
<li>if just one is set, second one is scaled automatically</li> <li>if just one is set, second one is scaled automatically</li>
<li>if both are set, values are used as-is</li> <li>if both are set, values are used as-is</li>
</ul> </ul>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hue" class="tsd-anchor"></a><h3>hue</h3><div class="tsd-signature tsd-kind-icon">hue<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L171">src/config.ts:171</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="hue" class="tsd-anchor"></a><h3>hue</h3><div class="tsd-signature tsd-kind-icon">hue<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L176">src/config.ts:176</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: 0 (no change) to 360 (hue rotation in degrees)</p> <p>range: 0 (no change) to 360 (hue rotation in degrees)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="kodachrome" class="tsd-anchor"></a><h3>kodachrome</h3><div class="tsd-signature tsd-kind-icon">kodachrome<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L179">src/config.ts:179</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="kodachrome" class="tsd-anchor"></a><h3>kodachrome</h3><div class="tsd-signature tsd-kind-icon">kodachrome<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L184">src/config.ts:184</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image kodachrome colors</p> <p>image kodachrome colors</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="negative" class="tsd-anchor"></a><h3>negative</h3><div class="tsd-signature tsd-kind-icon">negative<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L173">src/config.ts:173</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="negative" class="tsd-anchor"></a><h3>negative</h3><div class="tsd-signature tsd-kind-icon">negative<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L178">src/config.ts:178</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image negative</p> <p>image negative</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="pixelate" class="tsd-anchor"></a><h3>pixelate</h3><div class="tsd-signature tsd-kind-icon">pixelate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L185">src/config.ts:185</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="pixelate" class="tsd-anchor"></a><h3>pixelate</h3><div class="tsd-signature tsd-kind-icon">pixelate<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L190">src/config.ts:190</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: 0 (no pixelate) to N (number of pixels to pixelate)</p> <p>range: 0 (no pixelate) to N (number of pixels to pixelate)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="polaroid" class="tsd-anchor"></a><h3>polaroid</h3><div class="tsd-signature tsd-kind-icon">polaroid<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L183">src/config.ts:183</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="polaroid" class="tsd-anchor"></a><h3>polaroid</h3><div class="tsd-signature tsd-kind-icon">polaroid<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L188">src/config.ts:188</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image polaroid camera effect</p> <p>image polaroid camera effect</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L157">src/config.ts:157</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="return" class="tsd-anchor"></a><h3>return</h3><div class="tsd-signature tsd-kind-icon">return<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L162">src/config.ts:162</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>return processed canvas imagedata in result</p> <p>return processed canvas imagedata in result</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="saturation" class="tsd-anchor"></a><h3>saturation</h3><div class="tsd-signature tsd-kind-icon">saturation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L169">src/config.ts:169</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="saturation" class="tsd-anchor"></a><h3>saturation</h3><div class="tsd-signature tsd-kind-icon">saturation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L174">src/config.ts:174</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: -1 (reduce saturation) to 1 (increase saturation)</p> <p>range: -1 (reduce saturation) to 1 (increase saturation)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sepia" class="tsd-anchor"></a><h3>sepia</h3><div class="tsd-signature tsd-kind-icon">sepia<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L175">src/config.ts:175</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sepia" class="tsd-anchor"></a><h3>sepia</h3><div class="tsd-signature tsd-kind-icon">sepia<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L180">src/config.ts:180</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image sepia colors</p> <p>image sepia colors</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sharpness" class="tsd-anchor"></a><h3>sharpness</h3><div class="tsd-signature tsd-kind-icon">sharpness<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L165">src/config.ts:165</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="sharpness" class="tsd-anchor"></a><h3>sharpness</h3><div class="tsd-signature tsd-kind-icon">sharpness<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L170">src/config.ts:170</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>range: 0 (no sharpening) to 1 (maximum sharpening)</p> <p>range: 0 (no sharpening) to 1 (maximum sharpening)</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="technicolor" class="tsd-anchor"></a><h3>technicolor</h3><div class="tsd-signature tsd-kind-icon">technicolor<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L181">src/config.ts:181</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="technicolor" class="tsd-anchor"></a><h3>technicolor</h3><div class="tsd-signature tsd-kind-icon">technicolor<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L186">src/config.ts:186</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image technicolor colors</p> <p>image technicolor colors</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="vintage" class="tsd-anchor"></a><h3>vintage</h3><div class="tsd-signature tsd-kind-icon">vintage<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L177">src/config.ts:177</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="vintage" class="tsd-anchor"></a><h3>vintage</h3><div class="tsd-signature tsd-kind-icon">vintage<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L182">src/config.ts:182</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>image vintage colors</p> <p>image vintage colors</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="width" class="tsd-anchor"></a><h3>width</h3><div class="tsd-signature tsd-kind-icon">width<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L149">src/config.ts:149</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="width" class="tsd-anchor"></a><h3>width</h3><div class="tsd-signature tsd-kind-icon">width<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L154">src/config.ts:154</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>resize input width</p> <p>resize input width</p>
<ul> <ul>
<li>if both width and height are set to 0, there is no resizing</li> <li>if both width and height are set to 0, there is no resizing</li>

12
typedoc/interfaces/GenericConfig.html
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@ -3,9 +3,11 @@
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GenericConfig</span><ul class="tsd-hierarchy"><li><a href="FaceDetectorConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDetectorConfig</a></li><li><a href="FaceMeshConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceMeshConfig</a></li><li><a href="FaceIrisConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceIrisConfig</a></li><li><a href="FaceDescriptionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDescriptionConfig</a></li><li><a href="FaceEmotionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceEmotionConfig</a></li><li><a href="FaceAntiSpoofConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceAntiSpoofConfig</a></li><li><a href="FaceLivenessConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceLivenessConfig</a></li><li><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a></li><li><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a></li><li><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a></li><li><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a></li><li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GenericConfig</span><ul class="tsd-hierarchy"><li><a href="FaceDetectorConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDetectorConfig</a></li><li><a href="FaceMeshConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceMeshConfig</a></li><li><a href="FaceIrisConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceIrisConfig</a></li><li><a href="FaceDescriptionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDescriptionConfig</a></li><li><a href="FaceEmotionConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceEmotionConfig</a></li><li><a href="FaceAntiSpoofConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceAntiSpoofConfig</a></li><li><a href="FaceLivenessConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceLivenessConfig</a></li><li><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a></li><li><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a></li><li><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a></li><li><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a></li><li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GenericConfig.html" class="tsd-kind-icon">Generic<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GenericConfig.html" class="tsd-kind-icon">Generic<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GenericConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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typedoc/interfaces/GestureConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="GestureConfig.html">GestureConfig</a></li></ul><h1>Interface GestureConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="GestureConfig.html">GestureConfig</a></li></ul><h1>Interface GestureConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Controlls gesture detection</p> <p>Controlls gesture detection</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L191">src/config.ts:191</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">GestureConfig</span></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L196">src/config.ts:196</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is gesture detection enabled?</p> <p>is gesture detection enabled?</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="GestureConfig.html" class="tsd-kind-icon">Gesture<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="GestureConfig.html#enabled" class="tsd-kind-icon">enabled</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

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typedoc/interfaces/HandConfig.html
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<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="HandConfig.html">HandConfig</a></li></ul><h1>Interface HandConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead"> <!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.5.7</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.7"/><meta name="viewport" content="width=device-width, initial-scale=1"/><link rel="stylesheet" href="../assets/style.css"/><link rel="stylesheet" href="../assets/highlight.css"/><script async src="../assets/search.js" id="search-script"></script></head><body><script>document.body.classList.add(localStorage.getItem("tsd-theme") || "os")</script><header><div class="tsd-page-toolbar"><div class="container"><div class="table-wrap"><div class="table-cell" id="tsd-search" data-base=".."><div class="field"><label for="tsd-search-field" class="tsd-widget search no-caption">Search</label><input type="text" id="tsd-search-field"/></div><ul class="results"><li class="state loading">Preparing search index...</li><li class="state failure">The search index is not available</li></ul><a href="../index.html" class="title">@vladmandic/human - v2.5.7</a></div><div class="table-cell" id="tsd-widgets"><div id="tsd-filter"><a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a><div class="tsd-filter-group"><div class="tsd-select" id="tsd-filter-visibility"><span class="tsd-select-label">All</span><ul class="tsd-select-list"><li data-value="public">Public</li><li data-value="protected">Public/Protected</li><li data-value="private" class="selected">All</li></ul></div> <input type="checkbox" id="tsd-filter-inherited" checked/><label class="tsd-widget" for="tsd-filter-inherited">Inherited</label></div></div><a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a></div></div></div></div><div class="tsd-page-title"><div class="container"><ul class="tsd-breadcrumb"><li><a href="../index.html">@vladmandic/human - v2.5.7</a></li><li><a href="HandConfig.html">HandConfig</a></li></ul><h1>Interface HandConfig</h1></div></div></header><div class="container container-main"><div class="row"><div class="col-8 col-content"><section class="tsd-panel tsd-comment"><div class="tsd-comment tsd-typography"><div class="lead">
<p>Configures all hand detection specific options</p> <p>Configures all hand detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">HandConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="detector" class="tsd-anchor"></a><h3>detector</h3><div class="tsd-signature tsd-kind-icon">detector<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L102">src/config.ts:102</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">HandConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="detector" class="tsd-anchor"></a><h3>detector</h3><div class="tsd-signature tsd-kind-icon">detector<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L107">src/config.ts:107</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to hand detector model json</p> <p>path to hand detector model json</p>
</div></div></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L97">src/config.ts:97</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L102">src/config.ts:102</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum overlap between two detected hands before one is discarded</p> <p>minimum overlap between two detected hands before one is discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="landmarks" class="tsd-anchor"></a><h3>landmarks</h3><div class="tsd-signature tsd-kind-icon">landmarks<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L101">src/config.ts:101</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="landmarks" class="tsd-anchor"></a><h3>landmarks</h3><div class="tsd-signature tsd-kind-icon">landmarks<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L106">src/config.ts:106</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>should hand landmarks be detected or just return detected hand box</p> <p>should hand landmarks be detected or just return detected hand box</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L99">src/config.ts:99</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L104">src/config.ts:104</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>maximum number of detected hands</p> <p>maximum number of detected hands</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L95">src/config.ts:95</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L100">src/config.ts:100</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected hand before results are discarded</p> <p>minimum confidence for a detected hand before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath-1" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath-1" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="rotation" class="tsd-anchor"></a><h3>rotation</h3><div class="tsd-signature tsd-kind-icon">rotation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L93">src/config.ts:93</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="rotation" class="tsd-anchor"></a><h3>rotation</h3><div class="tsd-signature tsd-kind-icon">rotation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L98">src/config.ts:98</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>should hand rotation correction be performed after hand detection?</p> <p>should hand rotation correction be performed after hand detection?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skeleton" class="tsd-anchor"></a><h3>skeleton</h3><div class="tsd-signature tsd-kind-icon">skeleton<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L106">src/config.ts:106</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="skeleton" class="tsd-anchor"></a><h3>skeleton</h3><div class="tsd-signature tsd-kind-icon">skeleton<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>modelPath<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L111">src/config.ts:111</a></li></ul></aside><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5><span class="tsd-flag ts-flagOptional">Optional</span> model<wbr/>Path<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to hand skeleton model json</p> <p>path to hand skeleton model json</p>
</div></div></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="HandConfig.html" class="tsd-kind-icon">Hand<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="HandConfig.html" class="tsd-kind-icon">Hand<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#landmarks" class="tsd-kind-icon">landmarks</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#modelPath-1" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#rotation" class="tsd-kind-icon">rotation</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="HandConfig.html#skeleton" class="tsd-kind-icon">skeleton</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="HandConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

18
typedoc/interfaces/ObjectConfig.html
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@ -2,16 +2,18 @@
<p>Configures all object detection specific options</p> <p>Configures all object detection specific options</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">ObjectConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">ObjectConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L117">src/config.ts:117</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="iouThreshold" class="tsd-anchor"></a><h3>iou<wbr/>Threshold</h3><div class="tsd-signature tsd-kind-icon">iou<wbr/>Threshold<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L122">src/config.ts:122</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum overlap between two detected objects before one is discarded</p> <p>minimum overlap between two detected objects before one is discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L119">src/config.ts:119</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="maxDetected" class="tsd-anchor"></a><h3>max<wbr/>Detected</h3><div class="tsd-signature tsd-kind-icon">max<wbr/>Detected<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L124">src/config.ts:124</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>maximum number of detected objects</p> <p>maximum number of detected objects</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L115">src/config.ts:115</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="minConfidence" class="tsd-anchor"></a><h3>min<wbr/>Confidence</h3><div class="tsd-signature tsd-kind-icon">min<wbr/>Confidence<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L120">src/config.ts:120</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>minimum confidence for a detected objects before results are discarded</p> <p>minimum confidence for a detected objects before results are discarded</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
</div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="ObjectConfig.html" class="tsd-kind-icon">Object<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html> </div></div></section></section></div><div class="col-4 col-menu menu-sticky-wrap menu-highlight"><nav class="tsd-navigation primary"><ul><li class=""><a href="../index.html">Exports</a></li><li class=" tsd-kind-namespace"><a href="../modules/Tensor.html">Tensor</a></li></ul></nav><nav class="tsd-navigation secondary menu-sticky"><ul><li class="current tsd-kind-interface"><a href="ObjectConfig.html" class="tsd-kind-icon">Object<wbr/>Config</a><ul><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#iouThreshold" class="tsd-kind-icon">iou<wbr/>Threshold</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#maxDetected" class="tsd-kind-icon">max<wbr/>Detected</a></li><li class="tsd-kind-property tsd-parent-kind-interface"><a href="ObjectConfig.html#minConfidence" class="tsd-kind-icon">min<wbr/>Confidence</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="ObjectConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></li></ul></nav></div></div></div><footer class=""><div class="container"><h2>Legend</h2><div class="tsd-legend-group"><ul class="tsd-legend"><li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li><li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li><li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li></ul><ul class="tsd-legend"><li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li></ul></div><h2>Settings</h2><p>Theme <select id="theme"><option value="os">OS</option><option value="light">Light</option><option value="dark">Dark</option></select></p></div></footer><div class="overlay"></div><script src="../assets/main.js"></script></body></html>

14
typedoc/interfaces/SegmentationConfig.html
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@ -4,14 +4,16 @@ removes background from input containing person
if segmentation is enabled it will run as preprocessing task before any other model if segmentation is enabled it will run as preprocessing task before any other model
alternatively leave it disabled and use it on-demand using human.segmentation method which can alternatively leave it disabled and use it on-demand using human.segmentation method which can
remove background or replace it with user-provided background</p> remove background or replace it with user-provided background</p>
</div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">SegmentationConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L130">src/config.ts:130</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a><ul class="tsd-hierarchy"><li><span class="target">SegmentationConfig</span></li></ul></li></ul></section><section class="tsd-panel-group tsd-index-group"><h2>Index</h2><section class="tsd-panel tsd-index-panel"><div class="tsd-index-content"><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-interface"><a href="SegmentationConfig.html#blur" class="tsd-kind-icon">blur</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#enabled" class="tsd-kind-icon">enabled</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#modelPath" class="tsd-kind-icon">model<wbr/>Path</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipFrames" class="tsd-kind-icon">skip<wbr/>Frames</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="SegmentationConfig.html#skipTime" class="tsd-kind-icon">skip<wbr/>Time</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Properties</h2><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface"><a id="blur" class="tsd-anchor"></a><h3>blur</h3><div class="tsd-signature tsd-kind-icon">blur<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L135">src/config.ts:135</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>blur segmentation output by <number> pixels for more realistic image</p> <p>blur segmentation output by <number> pixels for more realistic image</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="enabled" class="tsd-anchor"></a><h3>enabled</h3><div class="tsd-signature tsd-kind-icon">enabled<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">boolean</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#enabled">enabled</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L7">src/config.ts:7</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>is module enabled?</p> <p>is module enabled?</p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="modelPath" class="tsd-anchor"></a><h3>model<wbr/>Path</h3><div class="tsd-signature tsd-kind-icon">model<wbr/>Path<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">string</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#modelPath">modelPath</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L9">src/config.ts:9</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>path to model json file</p> <p>path to model json file (relative to <code>modelBasePath</code></p>
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L11">src/config.ts:11</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipFrames" class="tsd-anchor"></a><h3>skip<wbr/>Frames</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Frames<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipFrames">skipFrames</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L12">src/config.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max frames to go without re-running model if cached results are acceptable</p> <p>how many max frames to go without re-running model if cached results are acceptable
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L13">src/config.ts:13</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead"> for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
<p>how many max miliseconds to go without re-running model if cached results are acceptable</p> </div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a id="skipTime" class="tsd-anchor"></a><h3>skip<wbr/>Time</h3><div class="tsd-signature tsd-kind-icon">skip<wbr/>Time<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</span></div><aside class="tsd-sources"><p>Inherited from <a href="GenericConfig.html">GenericConfig</a>.<a href="GenericConfig.html#skipTime">skipTime</a></p><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L15">src/config.ts:15</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
<p>how many max milliseconds to go without re-running model if cached results are acceptable
for two-phase models such as face and hand caching applies to bounding boxes detection only</p>
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19
types/human.d.ts vendored
View File

@ -37,7 +37,7 @@ export declare type BodyAnnotationEfficientPose = 'leftLeg' | 'rightLeg' | 'tors
/** Configures all body detection specific options */ /** Configures all body detection specific options */
export declare interface BodyConfig extends GenericConfig { export declare interface BodyConfig extends GenericConfig {
/** maximum numboer of detected bodies */ /** maximum number of detected bodies */
maxDetected: number; maxDetected: number;
/** minimum confidence for a detected body before results are discarded */ /** minimum confidence for a detected body before results are discarded */
minConfidence: number; minConfidence: number;
@ -502,9 +502,11 @@ export declare interface FaceDescriptionConfig extends GenericConfig {
minConfidence: number; minConfidence: number;
} }
/** Dectector part of face configuration */ /** Detector part of face configuration */
export declare interface FaceDetectorConfig extends GenericConfig { export declare interface FaceDetectorConfig extends GenericConfig {
/** is face rotation correction performed after detecting face? */ /** is face rotation correction performed after detecting face?
* used to correctly analyze faces under high angles
*/
rotation: boolean; rotation: boolean;
/** maximum number of detected faces */ /** maximum number of detected faces */
maxDetected: number; maxDetected: number;
@ -514,7 +516,8 @@ export declare interface FaceDetectorConfig extends GenericConfig {
iouThreshold: number; iouThreshold: number;
/** should child models perform on masked image of a face */ /** should child models perform on masked image of a face */
mask: boolean; mask: boolean;
/** should face detection return face tensor to be used in some other extenrnal model? */ /** should face detection return processed and cropped face tensor that can with an external model for addtional processing?
* if enabled it must be manually deallocated to avoid memory leak */
return: boolean; return: boolean;
} }
@ -695,11 +698,13 @@ export declare type Gender = 'male' | 'female' | 'unknown';
export declare interface GenericConfig { export declare interface GenericConfig {
/** is module enabled? */ /** is module enabled? */
enabled: boolean; enabled: boolean;
/** path to model json file */ /** path to model json file (relative to `modelBasePath` */
modelPath: string; modelPath: string;
/** how many max frames to go without re-running model if cached results are acceptable */ /** how many max frames to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipFrames: number; skipFrames: number;
/** how many max miliseconds to go without re-running model if cached results are acceptable */ /** how many max milliseconds to go without re-running model if cached results are acceptable
* for two-phase models such as face and hand caching applies to bounding boxes detection only */
skipTime: number; skipTime: number;
} }