mirror of https://github.com/vladmandic/human
prototype blazepose detector
Vladimir Mandic
parent
a743185fe9
commit
9b7bb84c1d
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@ -9,8 +9,9 @@
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## Changelog
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### **HEAD -> main** 2021/11/19 mandic00@live.com
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### **HEAD -> main** 2021/11/21 mandic00@live.com
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- add body 3d interpolation
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- edit blazepose keypoints
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- new build process
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File diff suppressed because one or more lines are too long
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@ -7,9 +7,9 @@
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* @license MIT
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*/
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import { Human } from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human
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import { Human, Config } from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human
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const humanConfig = { // user configuration for human, used to fine-tune behavior
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const humanConfig: Partial<Config> = { // user configuration for human, used to fine-tune behavior
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// backend: 'webgpu' as 'webgpu,
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// async: true,
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modelBasePath: '../../models',
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@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
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maxDetected: number;
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/** minimum confidence for a detected body before results are discarded */
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minConfidence: number;
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/** detector used for body model before actual analysis */
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/** experimental: detector used for body model before actual analysis */
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detector?: {
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/** path to optional body detector model json file */
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/** experimental: enable body detector before body landmarks */
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enabled: boolean;
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/** experimental: path to optional body detector model json file */
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modelPath: string;
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/** experimental: minimum confidence for a detected body before results are discarded */
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minConfidence: number;
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/** experimental: minimum overlap between two detected bodies before one is discarded */
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iouThreshold: number;
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};
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}
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@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
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maxDetected: number;
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/** minimum confidence for a detected body before results are discarded */
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minConfidence: number;
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/** detector used for body model before actual analysis */
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/** experimental: detector used for body model before actual analysis */
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detector?: {
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/** path to optional body detector model json file */
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/** experimental: enable body detector before body landmarks */
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enabled: boolean;
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/** experimental: path to optional body detector model json file */
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modelPath: string;
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/** experimental: minimum confidence for a detected body before results are discarded */
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minConfidence: number;
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/** experimental: minimum overlap between two detected bodies before one is discarded */
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iouThreshold: number;
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};
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}
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@ -187,9 +187,6 @@ var config = {
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body: {
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enabled: true,
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modelPath: "movenet-lightning.json",
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detector: {
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modelPath: ""
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},
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maxDetected: -1,
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minConfidence: 0.3,
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skipFrames: 1,
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@ -966,19 +963,19 @@ function GLImageFilter() {
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// src/image/enhance.ts
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async function histogramEqualization(inputImage) {
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const squeeze9 = inputImage.shape.length === 4 ? tfjs_esm_exports.squeeze(inputImage) : inputImage;
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const channels = tfjs_esm_exports.split(squeeze9, 3, 2);
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const squeeze11 = inputImage.shape.length === 4 ? tfjs_esm_exports.squeeze(inputImage) : inputImage;
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const channels = tfjs_esm_exports.split(squeeze11, 3, 2);
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const min2 = [tfjs_esm_exports.min(channels[0]), tfjs_esm_exports.min(channels[1]), tfjs_esm_exports.min(channels[2])];
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const max4 = [tfjs_esm_exports.max(channels[0]), tfjs_esm_exports.max(channels[1]), tfjs_esm_exports.max(channels[2])];
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const absMax = await Promise.all(max4.map((channel) => channel.data()));
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const maxValue = 0.99 * Math.max(absMax[0][0], absMax[1][0], absMax[2][0]);
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const sub9 = [tfjs_esm_exports.sub(channels[0], min2[0]), tfjs_esm_exports.sub(channels[1], min2[1]), tfjs_esm_exports.sub(channels[2], min2[2])];
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const sub10 = [tfjs_esm_exports.sub(channels[0], min2[0]), tfjs_esm_exports.sub(channels[1], min2[1]), tfjs_esm_exports.sub(channels[2], min2[2])];
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const range = [tfjs_esm_exports.sub(max4[0], min2[0]), tfjs_esm_exports.sub(max4[1], min2[1]), tfjs_esm_exports.sub(max4[2], min2[2])];
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const fact = [tfjs_esm_exports.div(maxValue, range[0]), tfjs_esm_exports.div(maxValue, range[1]), tfjs_esm_exports.div(maxValue, range[2])];
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const enh = [tfjs_esm_exports.mul(sub9[0], fact[0]), tfjs_esm_exports.mul(sub9[1], fact[1]), tfjs_esm_exports.mul(sub9[2], fact[2])];
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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])];
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const rgb2 = tfjs_esm_exports.stack([enh[0], enh[1], enh[2]], 2);
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const reshape8 = tfjs_esm_exports.reshape(rgb2, [1, squeeze9.shape[0], squeeze9.shape[1], 3]);
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tfjs_esm_exports.dispose([...channels, ...min2, ...max4, ...sub9, ...range, ...fact, ...enh, rgb2, squeeze9]);
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const reshape8 = tfjs_esm_exports.reshape(rgb2, [1, squeeze11.shape[0], squeeze11.shape[1], 3]);
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tfjs_esm_exports.dispose([...channels, ...min2, ...max4, ...sub10, ...range, ...fact, ...enh, rgb2, squeeze11]);
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return reshape8;
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}
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@ -4964,13 +4961,13 @@ var invertTransformMatrix = (matrix) => {
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return [rotationComponent[0].concat(invertedTranslation[0]), rotationComponent[1].concat(invertedTranslation[1]), [0, 0, 1]];
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};
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var rotatePoint = (homogeneousCoordinate, rotationMatrix) => [dot(homogeneousCoordinate, rotationMatrix[0]), dot(homogeneousCoordinate, rotationMatrix[1])];
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function generateAnchors(inputSize8) {
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const spec = { strides: [inputSize8 / 16, inputSize8 / 8], anchors: [2, 6] };
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function generateAnchors(inputSize9) {
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const spec = { strides: [inputSize9 / 16, inputSize9 / 8], anchors: [2, 6] };
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const anchors4 = [];
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for (let i = 0; i < spec.strides.length; i++) {
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const stride = spec.strides[i];
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const gridRows = Math.floor((inputSize8 + stride - 1) / stride);
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const gridCols = Math.floor((inputSize8 + stride - 1) / stride);
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const gridRows = Math.floor((inputSize9 + stride - 1) / stride);
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const gridCols = Math.floor((inputSize9 + stride - 1) / stride);
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const anchorsNum = spec.anchors[i];
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for (let gridY = 0; gridY < gridRows; gridY++) {
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const anchorY = stride * (gridY + 0.5);
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@ -4983,11 +4980,11 @@ function generateAnchors(inputSize8) {
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}
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return anchors4;
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}
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function transformRawCoords(coordsRaw, box4, angle, rotationMatrix, inputSize8) {
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function transformRawCoords(coordsRaw, box4, angle, rotationMatrix, inputSize9) {
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const boxSize = getBoxSize(box4);
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const coordsScaled = coordsRaw.map((coord) => [
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boxSize[0] / inputSize8 * (coord[0] - inputSize8 / 2),
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boxSize[1] / inputSize8 * (coord[1] - inputSize8 / 2),
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boxSize[0] / inputSize9 * (coord[0] - inputSize9 / 2),
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boxSize[1] / inputSize9 * (coord[1] - inputSize9 / 2),
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coord[2] || 0
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]);
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const largeAngle = angle && angle !== 0 && Math.abs(angle) > 0.2;
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Math.round(coord[2] || 0)
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]);
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}
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function correctFaceRotation(rotate, box4, input, inputSize8) {
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function correctFaceRotation(rotate, box4, input, inputSize9) {
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const symmetryLine = box4.landmarks.length >= meshLandmarks.count ? meshLandmarks.symmetryLine : blazeFaceLandmarks.symmetryLine;
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let angle = 0;
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let rotationMatrix = fixedRotationMatrix;
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@ -5014,13 +5011,13 @@ function correctFaceRotation(rotate, box4, input, inputSize8) {
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const centerRaw = [center[0] / input.shape[2], center[1] / input.shape[1]];
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const rotated = tfjs_esm_exports.image.rotateWithOffset(input, angle, 0, centerRaw);
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rotationMatrix = buildRotationMatrix(-angle, center);
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face5 = cutBoxFromImageAndResize(box4, rotated, [inputSize8, inputSize8]);
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face5 = cutBoxFromImageAndResize(box4, rotated, [inputSize9, inputSize9]);
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tfjs_esm_exports.dispose(rotated);
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} else {
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face5 = cutBoxFromImageAndResize(box4, input, [inputSize8, inputSize8]);
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face5 = cutBoxFromImageAndResize(box4, input, [inputSize9, inputSize9]);
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}
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} else {
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face5 = cutBoxFromImageAndResize(box4, input, [inputSize8, inputSize8]);
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face5 = cutBoxFromImageAndResize(box4, input, [inputSize9, inputSize9]);
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}
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return [angle, rotationMatrix, face5];
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}
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@ -5174,52 +5171,118 @@ var connected = {
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mouth: ["leftMouth", "rightMouth"]
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};
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// src/body/blazeposedetector.ts
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var inputSize2 = 224;
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var anchorTensor;
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var numLayers = 5;
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var strides = [8, 16, 32, 32, 32];
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async function createAnchors() {
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const anchors4 = [];
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let layerId = 0;
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while (layerId < numLayers) {
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let anchorCount = 0;
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let lastSameStrideLayer = layerId;
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while (lastSameStrideLayer < strides.length && strides[lastSameStrideLayer] === strides[layerId]) {
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anchorCount += 2;
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lastSameStrideLayer++;
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}
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const stride = strides[layerId];
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const featureMapHeight = Math.ceil(inputSize2 / stride);
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const featureMapWidth = Math.ceil(inputSize2 / stride);
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for (let y = 0; y < featureMapHeight; ++y) {
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for (let x = 0; x < featureMapWidth; ++x) {
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for (let anchorId = 0; anchorId < anchorCount; ++anchorId) {
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anchors4.push({ x: (x + 0.5) / featureMapWidth, y: (y + 0.5) / featureMapHeight });
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}
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}
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}
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layerId = lastSameStrideLayer;
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}
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anchorTensor = { x: tfjs_esm_exports.tensor1d(anchors4.map((a) => a.x)), y: tfjs_esm_exports.tensor1d(anchors4.map((a) => a.y)) };
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}
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var cropFactor = [5, 5];
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function decodeBoxes(boxesTensor, anchor) {
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return tfjs_esm_exports.tidy(() => {
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const split5 = tfjs_esm_exports.split(boxesTensor, 12, 1);
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let xCenter = tfjs_esm_exports.squeeze(split5[0]);
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let yCenter = tfjs_esm_exports.squeeze(split5[1]);
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let width = tfjs_esm_exports.squeeze(split5[2]);
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let height = tfjs_esm_exports.squeeze(split5[3]);
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xCenter = tfjs_esm_exports.add(tfjs_esm_exports.div(xCenter, inputSize2), anchor.x);
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yCenter = tfjs_esm_exports.add(tfjs_esm_exports.div(yCenter, inputSize2), anchor.y);
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width = tfjs_esm_exports.mul(tfjs_esm_exports.div(width, inputSize2), cropFactor[0]);
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height = tfjs_esm_exports.mul(tfjs_esm_exports.div(height, inputSize2), cropFactor[1]);
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const xMin = tfjs_esm_exports.sub(xCenter, tfjs_esm_exports.div(width, 2));
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const yMin = tfjs_esm_exports.sub(yCenter, tfjs_esm_exports.div(height, 2));
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const boxes = tfjs_esm_exports.stack([xMin, yMin, width, height], 1);
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return boxes;
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});
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}
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async function decode(boxesTensor, logitsTensor, config3, outputSize2) {
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const t = {};
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t.boxes = decodeBoxes(boxesTensor, anchorTensor);
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t.scores = tfjs_esm_exports.sigmoid(logitsTensor);
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t.argmax = tfjs_esm_exports.argMax(t.scores);
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const i = (await t.argmax.data())[0];
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const scores = await t.scores.data();
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const detected = [];
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const minScore = config3.body["detector"] && config3.body["detector"]["minConfidence"] ? config3.body["detector"]["minConfidence"] : 0;
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if (scores[i] >= minScore) {
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const boxes = await t.boxes.array();
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const boxRaw = boxes[i];
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const box4 = [boxRaw[0] * outputSize2[0], boxRaw[1] * outputSize2[1], boxRaw[2] * outputSize2[0], boxRaw[3] * outputSize2[1]];
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detected.push({ box: box4, boxRaw, score: scores[i] });
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}
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Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
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return detected;
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}
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// src/body/blazepose.ts
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var env3 = { initial: true };
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var models = [null, null];
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var inputSize2 = [[0, 0], [0, 0]];
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var models = { detector: null, landmarks: null };
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var inputSize3 = { detector: [224, 224], landmarks: [256, 256] };
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var skipped5 = Number.MAX_SAFE_INTEGER;
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var outputNodes;
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var outputNodes = {
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landmarks: ["ld_3d", "activation_segmentation", "activation_heatmap", "world_3d", "output_poseflag"],
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detector: []
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};
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var cache = null;
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var lastBox;
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var padding = [[0, 0], [0, 0], [0, 0], [0, 0]];
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var lastTime5 = 0;
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var sigmoid3 = (x) => 1 - 1 / (1 + Math.exp(x));
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async function loadDetect(config3) {
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var _a, _b, _c;
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if (env3.initial)
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models[0] = null;
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if (!models[0] && ((_a = config3.body.detector) == null ? void 0 : _a.modelPath) || "") {
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models[0] = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, ((_b = config3.body.detector) == null ? void 0 : _b.modelPath) || ""));
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const inputs = Object.values(models[0].modelSignature["inputs"]);
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inputSize2[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
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inputSize2[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
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if (!models[0] || !models[0]["modelUrl"])
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log("load model failed:", (_c = config3.body.detector) == null ? void 0 : _c.modelPath);
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models.detector = null;
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if (!models.detector && config3.body["detector"] && config3.body["detector"]["modelPath"] || "") {
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models.detector = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.body["detector"]["modelPath"] || ""));
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const inputs = Object.values(models.detector.modelSignature["inputs"]);
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inputSize3.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
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inputSize3.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
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if (!models.detector || !models.detector["modelUrl"])
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log("load model failed:", config3.body["detector"]["modelPath"]);
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else if (config3.debug)
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log("load model:", models[0]["modelUrl"]);
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} else if (config3.debug && models[0])
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log("cached model:", models[0]["modelUrl"]);
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return models[0];
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log("load model:", models.detector["modelUrl"]);
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} else if (config3.debug && models.detector)
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log("cached model:", models.detector["modelUrl"]);
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await createAnchors();
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return models.detector;
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}
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async function loadPose(config3) {
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var _a;
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if (env3.initial)
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models[1] = null;
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if (!models[1]) {
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models[1] = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.body.modelPath || ""));
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const inputs = Object.values(models[1].modelSignature["inputs"]);
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inputSize2[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
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inputSize2[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
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if ((_a = config3.body.modelPath) == null ? void 0 : _a.includes("lite"))
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outputNodes = ["ld_3d", "output_segmentation", "output_heatmap", "world_3d", "output_poseflag"];
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else
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outputNodes = ["Identity", "Identity_2", "Identity_3", "Identity_4", "Identity_1"];
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if (!models[1] || !models[1]["modelUrl"])
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models.landmarks = null;
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if (!models.landmarks) {
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models.landmarks = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.body.modelPath || ""));
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const inputs = Object.values(models.landmarks.modelSignature["inputs"]);
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inputSize3.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
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inputSize3.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
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if (!models.landmarks || !models.landmarks["modelUrl"])
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log("load model failed:", config3.body.modelPath);
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else if (config3.debug)
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log("load model:", models[1]["modelUrl"]);
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log("load model:", models.landmarks["modelUrl"]);
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} else if (config3.debug)
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log("cached model:", models[1]["modelUrl"]);
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return models[1];
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log("cached model:", models.landmarks["modelUrl"]);
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return models.landmarks;
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}
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function calculateBoxes(keypoints, outputSize2) {
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const x = keypoints.map((a) => a.position[0]);
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@ -5228,23 +5291,29 @@ function calculateBoxes(keypoints, outputSize2) {
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const keypointsBoxRaw = [keypointsBox[0] / outputSize2[0], keypointsBox[1] / outputSize2[1], keypointsBox[2] / outputSize2[0], keypointsBox[3] / outputSize2[1]];
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return { keypointsBox, keypointsBoxRaw };
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}
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async function prepareImage(input) {
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async function prepareImage(input, size2, box4) {
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const t = {};
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if (!input.shape || !input.shape[1] || !input.shape[2])
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return input;
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let final;
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if (input.shape[1] !== input.shape[2]) {
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const height = box4 ? [Math.trunc(input.shape[1] * box4[1]), Math.trunc(input.shape[1] * (box4[1] + box4[3]))] : [input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0];
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const width = box4 ? [Math.trunc(input.shape[2] * box4[0]), Math.trunc(input.shape[2] * (box4[0] + box4[2]))] : [input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0, input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0];
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padding = [
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[0, 0],
|
||||
[input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0],
|
||||
[input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0, input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0],
|
||||
height,
|
||||
width,
|
||||
[0, 0]
|
||||
];
|
||||
if (box4) {
|
||||
t.resize = tfjs_esm_exports.image.cropAndResize(input, [box4], [0], [size2, size2]);
|
||||
} else {
|
||||
t.pad = tfjs_esm_exports.pad(input, padding);
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [inputSize2[1][0], inputSize2[1][1]]);
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [size2, size2]);
|
||||
}
|
||||
final = tfjs_esm_exports.div(t.resize, constants.tf255);
|
||||
} else if (input.shape[1] !== inputSize2[1][0]) {
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(input, [inputSize2[1][0], inputSize2[1][1]]);
|
||||
} else if (input.shape[1] !== size2) {
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(input, [size2, size2]);
|
||||
final = tfjs_esm_exports.div(t.resize, constants.tf255);
|
||||
} else {
|
||||
final = tfjs_esm_exports.div(input, constants.tf255);
|
||||
|
|
@ -5255,34 +5324,40 @@ async function prepareImage(input) {
|
|||
function rescaleKeypoints(keypoints, outputSize2) {
|
||||
for (const kpt4 of keypoints) {
|
||||
kpt4.position = [
|
||||
kpt4.position[0] * (outputSize2[0] + padding[2][0] + padding[2][1]) / outputSize2[0] - padding[2][0],
|
||||
kpt4.position[1] * (outputSize2[1] + padding[1][0] + padding[1][1]) / outputSize2[1] - padding[1][0],
|
||||
kpt4.position[2]
|
||||
];
|
||||
kpt4.positionRaw = [
|
||||
kpt4.position[0] / outputSize2[0],
|
||||
kpt4.position[1] / outputSize2[1],
|
||||
Math.trunc(kpt4.position[0] * (outputSize2[0] + padding[2][0] + padding[2][1]) / outputSize2[0] - padding[2][0]),
|
||||
Math.trunc(kpt4.position[1] * (outputSize2[1] + padding[1][0] + padding[1][1]) / outputSize2[1] - padding[1][0]),
|
||||
kpt4.position[2]
|
||||
];
|
||||
kpt4.positionRaw = [kpt4.position[0] / outputSize2[0], kpt4.position[1] / outputSize2[1], kpt4.position[2]];
|
||||
}
|
||||
return keypoints;
|
||||
}
|
||||
var sigmoid2 = (x) => 1 - 1 / (1 + Math.exp(x));
|
||||
async function detectParts(input, config3, outputSize2) {
|
||||
function rescaleBoxes(boxes, outputSize2) {
|
||||
for (const box4 of boxes) {
|
||||
box4.box = [
|
||||
Math.trunc(box4.box[0] * (outputSize2[0] + padding[2][0] + padding[2][1]) / outputSize2[0]),
|
||||
Math.trunc(box4.box[1] * (outputSize2[1] + padding[1][0] + padding[1][1]) / outputSize2[1]),
|
||||
Math.trunc(box4.box[2] * (outputSize2[0] + padding[2][0] + padding[2][1]) / outputSize2[0]),
|
||||
Math.trunc(box4.box[3] * (outputSize2[1] + padding[1][0] + padding[1][1]) / outputSize2[1])
|
||||
];
|
||||
box4.boxRaw = [box4.box[0] / outputSize2[0], box4.box[1] / outputSize2[1], box4.box[2] / outputSize2[0], box4.box[3] / outputSize2[1]];
|
||||
}
|
||||
return boxes;
|
||||
}
|
||||
async function detectLandmarks(input, config3, outputSize2) {
|
||||
var _a;
|
||||
const t = {};
|
||||
t.input = await prepareImage(input);
|
||||
[t.ld, t.segmentation, t.heatmap, t.world, t.poseflag] = (_a = models[1]) == null ? void 0 : _a.execute(t.input, outputNodes);
|
||||
const poseScoreRaw = (await t.poseflag.data())[0];
|
||||
const poseScore = Math.max(0, (poseScoreRaw - 0.8) / (1 - 0.8));
|
||||
[t.ld, t.segmentation, t.heatmap, t.world, t.poseflag] = (_a = models.landmarks) == null ? void 0 : _a.execute(input, outputNodes.landmarks);
|
||||
const poseScore = (await t.poseflag.data())[0];
|
||||
const points = await t.ld.data();
|
||||
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
|
||||
const keypointsRelative = [];
|
||||
const depth = 5;
|
||||
for (let i = 0; i < points.length / depth; i++) {
|
||||
const score = sigmoid2(points[depth * i + 3]);
|
||||
const presence = sigmoid2(points[depth * i + 4]);
|
||||
const score = sigmoid3(points[depth * i + 3]);
|
||||
const presence = sigmoid3(points[depth * i + 4]);
|
||||
const adjScore = Math.trunc(100 * score * presence * poseScore) / 100;
|
||||
const positionRaw = [points[depth * i + 0] / inputSize2[1][0], points[depth * i + 1] / inputSize2[1][1], points[depth * i + 2] + 0];
|
||||
const positionRaw = [points[depth * i + 0] / inputSize3.landmarks[0], points[depth * i + 1] / inputSize3.landmarks[1], points[depth * i + 2] + 0];
|
||||
const position = [Math.trunc(outputSize2[0] * positionRaw[0]), Math.trunc(outputSize2[1] * positionRaw[1]), positionRaw[2]];
|
||||
keypointsRelative.push({ part: kpt[i], positionRaw, position, score: adjScore });
|
||||
}
|
||||
|
|
@ -5290,7 +5365,6 @@ async function detectParts(input, config3, outputSize2) {
|
|||
return null;
|
||||
const keypoints = rescaleKeypoints(keypointsRelative, outputSize2);
|
||||
const boxes = calculateBoxes(keypoints, [outputSize2[0], outputSize2[1]]);
|
||||
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
|
||||
const annotations2 = {};
|
||||
for (const [name, indexes] of Object.entries(connected)) {
|
||||
const pt = [];
|
||||
|
|
@ -5305,6 +5379,19 @@ async function detectParts(input, config3, outputSize2) {
|
|||
const body4 = { id: 0, score: Math.trunc(100 * poseScore) / 100, box: boxes.keypointsBox, boxRaw: boxes.keypointsBoxRaw, keypoints, annotations: annotations2 };
|
||||
return body4;
|
||||
}
|
||||
async function detectBoxes(input, config3, outputSize2) {
|
||||
var _a;
|
||||
const t = {};
|
||||
t.res = (_a = models.detector) == null ? void 0 : _a.execute(input, ["Identity"]);
|
||||
t.logitsRaw = tfjs_esm_exports.slice(t.res, [0, 0, 0], [1, -1, 1]);
|
||||
t.boxesRaw = tfjs_esm_exports.slice(t.res, [0, 0, 1], [1, -1, -1]);
|
||||
t.logits = tfjs_esm_exports.squeeze(t.logitsRaw);
|
||||
t.boxes = tfjs_esm_exports.squeeze(t.boxesRaw);
|
||||
const boxes = await decode(t.boxes, t.logits, config3, outputSize2);
|
||||
rescaleBoxes(boxes, outputSize2);
|
||||
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
|
||||
return boxes;
|
||||
}
|
||||
async function predict5(input, config3) {
|
||||
const outputSize2 = [input.shape[2] || 0, input.shape[1] || 0];
|
||||
const skipTime = (config3.body.skipTime || 0) > now() - lastTime5;
|
||||
|
|
@ -5312,7 +5399,21 @@ async function predict5(input, config3) {
|
|||
if (config3.skipAllowed && skipTime && skipFrame && cache !== null) {
|
||||
skipped5++;
|
||||
} else {
|
||||
cache = await detectParts(input, config3, outputSize2);
|
||||
const t = {};
|
||||
if (config3.body["detector"] && config3.body["detector"]["enabled"]) {
|
||||
t.detector = await prepareImage(input, 224);
|
||||
const boxes = await detectBoxes(t.detector, config3, outputSize2);
|
||||
if (boxes && boxes.length === 1) {
|
||||
t.landmarks = await prepareImage(input, 256, boxes[0].box);
|
||||
cache = await detectLandmarks(t.landmarks, config3, outputSize2);
|
||||
}
|
||||
if (cache)
|
||||
cache.score = boxes[0].score;
|
||||
} else {
|
||||
t.landmarks = await prepareImage(input, 256, lastBox);
|
||||
cache = await detectLandmarks(t.landmarks, config3, outputSize2);
|
||||
}
|
||||
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
|
||||
lastTime5 = now();
|
||||
skipped5 = 0;
|
||||
}
|
||||
|
|
@ -5407,7 +5508,7 @@ var labels = [
|
|||
|
||||
// src/object/centernet.ts
|
||||
var model6;
|
||||
var inputSize3 = 0;
|
||||
var inputSize4 = 0;
|
||||
var last5 = [];
|
||||
var lastTime6 = 0;
|
||||
var skipped6 = Number.MAX_SAFE_INTEGER;
|
||||
|
|
@ -5417,7 +5518,7 @@ async function load6(config3) {
|
|||
if (!model6) {
|
||||
model6 = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
|
||||
const inputs = Object.values(model6.modelSignature["inputs"]);
|
||||
inputSize3 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
inputSize4 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!model6 || !model6["modelUrl"])
|
||||
log("load model failed:", config3.object.modelPath);
|
||||
else if (config3.debug)
|
||||
|
|
@ -5447,14 +5548,14 @@ async function process3(res, outputShape, config3) {
|
|||
const classVal = detections[0][id][5];
|
||||
const label = labels[classVal].label;
|
||||
const [x, y] = [
|
||||
detections[0][id][0] / inputSize3,
|
||||
detections[0][id][1] / inputSize3
|
||||
detections[0][id][0] / inputSize4,
|
||||
detections[0][id][1] / inputSize4
|
||||
];
|
||||
const boxRaw = [
|
||||
x,
|
||||
y,
|
||||
detections[0][id][2] / inputSize3 - x,
|
||||
detections[0][id][3] / inputSize3 - y
|
||||
detections[0][id][2] / inputSize4 - x,
|
||||
detections[0][id][3] / inputSize4 - y
|
||||
];
|
||||
const box4 = [
|
||||
Math.trunc(boxRaw[0] * outputShape[0]),
|
||||
|
|
@ -5477,7 +5578,7 @@ async function predict6(input, config3) {
|
|||
skipped6 = 0;
|
||||
return new Promise(async (resolve) => {
|
||||
const outputSize2 = [input.shape[2], input.shape[1]];
|
||||
const resize = tfjs_esm_exports.image.resizeBilinear(input, [inputSize3, inputSize3]);
|
||||
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;
|
||||
lastTime6 = now();
|
||||
tfjs_esm_exports.dispose(resize);
|
||||
|
|
@ -5548,9 +5649,9 @@ async function max2d(inputs, minScore) {
|
|||
const coordinates = tfjs_esm_exports.argMax(reshaped, 0);
|
||||
const mod2 = tfjs_esm_exports.mod(coordinates, width);
|
||||
const x = (await mod2.data())[0];
|
||||
const div12 = tfjs_esm_exports.div(coordinates, tfjs_esm_exports.scalar(width, "int32"));
|
||||
const y = (await div12.data())[0];
|
||||
tfjs_esm_exports.dispose([mod2, div12]);
|
||||
const div13 = tfjs_esm_exports.div(coordinates, tfjs_esm_exports.scalar(width, "int32"));
|
||||
const y = (await div13.data())[0];
|
||||
tfjs_esm_exports.dispose([mod2, div13]);
|
||||
return [x, y, newScore];
|
||||
}
|
||||
return [0, 0, newScore];
|
||||
|
|
@ -5580,12 +5681,12 @@ async function predict7(image29, config3) {
|
|||
tfjs_esm_exports.dispose(tensor3);
|
||||
if (resT) {
|
||||
cache2.keypoints.length = 0;
|
||||
const squeeze9 = resT.squeeze();
|
||||
const squeeze11 = resT.squeeze();
|
||||
tfjs_esm_exports.dispose(resT);
|
||||
const stack4 = squeeze9.unstack(2);
|
||||
tfjs_esm_exports.dispose(squeeze9);
|
||||
for (let id = 0; id < stack4.length; id++) {
|
||||
const [x2, y2, partScore] = await max2d(stack4[id], config3.body.minConfidence);
|
||||
const stack5 = squeeze11.unstack(2);
|
||||
tfjs_esm_exports.dispose(squeeze11);
|
||||
for (let id = 0; id < stack5.length; id++) {
|
||||
const [x2, y2, partScore] = await max2d(stack5[id], config3.body.minConfidence);
|
||||
if (partScore > (((_a = config3.body) == null ? void 0 : _a.minConfidence) || 0)) {
|
||||
cache2.keypoints.push({
|
||||
score: Math.round(100 * partScore) / 100,
|
||||
|
|
@ -5601,7 +5702,7 @@ async function predict7(image29, config3) {
|
|||
});
|
||||
}
|
||||
}
|
||||
stack4.forEach((s) => tfjs_esm_exports.dispose(s));
|
||||
stack5.forEach((s) => tfjs_esm_exports.dispose(s));
|
||||
}
|
||||
cache2.score = cache2.keypoints.reduce((prev, curr) => curr.score > prev ? curr.score : prev, 0);
|
||||
const x = cache2.keypoints.map((a) => a.position[0]);
|
||||
|
|
@ -5671,8 +5772,8 @@ async function predict8(image29, config3, idx, count2) {
|
|||
const obj = [];
|
||||
if ((_a2 = config3.face.emotion) == null ? void 0 : _a2.enabled) {
|
||||
const t = {};
|
||||
const inputSize8 = (model8 == null ? void 0 : model8.inputs[0].shape) ? model8.inputs[0].shape[2] : 0;
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(image29, [inputSize8, inputSize8], false);
|
||||
const inputSize9 = (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.channels = tfjs_esm_exports.mul(t.resize, constants.rgb);
|
||||
t.grayscale = tfjs_esm_exports.sum(t.channels, 3, true);
|
||||
t.grayscaleSub = tfjs_esm_exports.sub(t.grayscale, constants.tf05);
|
||||
|
|
@ -5742,7 +5843,7 @@ async function predict9(input, config3, idx, count2) {
|
|||
|
||||
// src/face/iris.ts
|
||||
var model10;
|
||||
var inputSize4 = 0;
|
||||
var inputSize5 = 0;
|
||||
var irisEnlarge = 2.3;
|
||||
var leftOutline = meshAnnotations["leftEyeLower0"];
|
||||
var rightOutline = meshAnnotations["rightEyeLower0"];
|
||||
|
|
@ -5768,9 +5869,9 @@ async function load10(config3) {
|
|||
log("load model:", model10["modelUrl"]);
|
||||
} else if (config3.debug)
|
||||
log("cached model:", model10["modelUrl"]);
|
||||
inputSize4 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
|
||||
if (inputSize4 === -1)
|
||||
inputSize4 = 64;
|
||||
inputSize5 = model10.inputs[0].shape ? model10.inputs[0].shape[2] : 0;
|
||||
if (inputSize5 === -1)
|
||||
inputSize5 = 64;
|
||||
return model10;
|
||||
}
|
||||
function replaceRawCoordinates(rawCoords, newCoords, prefix, keys) {
|
||||
|
|
@ -5802,7 +5903,7 @@ var getEyeBox = (rawCoords, face5, eyeInnerCornerIndex, eyeOuterCornerIndex, mes
|
|||
box4.startPoint[0] / meshSize,
|
||||
box4.endPoint[1] / meshSize,
|
||||
box4.endPoint[0] / meshSize
|
||||
]], [0], [inputSize4, inputSize4]);
|
||||
]], [0], [inputSize5, inputSize5]);
|
||||
if (flip && env.kernels.includes("flipleftright")) {
|
||||
const flipped = tfjs_esm_exports.image.flipLeftRight(crop2);
|
||||
tfjs_esm_exports.dispose(crop2);
|
||||
|
|
@ -5817,8 +5918,8 @@ var getEyeCoords = (eyeData, eyeBox, eyeBoxSize, flip = false) => {
|
|||
const y = eyeData[i * 3 + 1];
|
||||
const z = eyeData[i * 3 + 2];
|
||||
eyeRawCoords.push([
|
||||
(flip ? 1 - x / inputSize4 : x / inputSize4) * eyeBoxSize[0] + eyeBox.startPoint[0],
|
||||
y / inputSize4 * eyeBoxSize[1] + eyeBox.startPoint[1],
|
||||
(flip ? 1 - x / inputSize5 : x / inputSize5) * eyeBoxSize[0] + eyeBox.startPoint[0],
|
||||
y / inputSize5 * eyeBoxSize[1] + eyeBox.startPoint[1],
|
||||
z
|
||||
]);
|
||||
}
|
||||
|
|
@ -5875,7 +5976,7 @@ async function augmentIris(rawCoords, face5, config3, meshSize) {
|
|||
// src/face/facemesh.ts
|
||||
var boxCache = [];
|
||||
var model11 = null;
|
||||
var inputSize5 = 0;
|
||||
var inputSize6 = 0;
|
||||
var skipped10 = Number.MAX_SAFE_INTEGER;
|
||||
var lastTime10 = 0;
|
||||
async function predict10(input, config3) {
|
||||
|
|
@ -5920,7 +6021,7 @@ async function predict10(input, config3) {
|
|||
faceScore: 0,
|
||||
annotations: {}
|
||||
};
|
||||
[angle, rotationMatrix, face5.tensor] = correctFaceRotation((_d = config3.face.detector) == null ? void 0 : _d.rotation, box4, input, ((_e = config3.face.mesh) == null ? void 0 : _e.enabled) ? inputSize5 : size());
|
||||
[angle, rotationMatrix, face5.tensor] = correctFaceRotation((_d = config3.face.detector) == null ? void 0 : _d.rotation, box4, input, ((_e = config3.face.mesh) == null ? void 0 : _e.enabled) ? inputSize6 : size());
|
||||
if ((_f = config3 == null ? void 0 : config3.filter) == null ? void 0 : _f.equalization) {
|
||||
const equilized = await histogramEqualization(face5.tensor);
|
||||
tfjs_esm_exports.dispose(face5.tensor);
|
||||
|
|
@ -5935,7 +6036,7 @@ async function predict10(input, config3) {
|
|||
(box4.startPoint[0] + box4.endPoint[0]) / 2 + (box4.endPoint[0] + box4.startPoint[0]) * pt[0] / size(),
|
||||
(box4.startPoint[1] + box4.endPoint[1]) / 2 + (box4.endPoint[1] + box4.startPoint[1]) * pt[1] / size()
|
||||
]);
|
||||
face5.meshRaw = face5.mesh.map((pt) => [pt[0] / (input.shape[2] || 0), pt[1] / (input.shape[1] || 0), (pt[2] || 0) / inputSize5]);
|
||||
face5.meshRaw = face5.mesh.map((pt) => [pt[0] / (input.shape[2] || 0), pt[1] / (input.shape[1] || 0), (pt[2] || 0) / inputSize6]);
|
||||
for (const key of Object.keys(blazeFaceLandmarks))
|
||||
face5.annotations[key] = [face5.mesh[blazeFaceLandmarks[key]]];
|
||||
} else if (!model11) {
|
||||
|
|
@ -5952,9 +6053,9 @@ async function predict10(input, config3) {
|
|||
box4.confidence = face5.faceScore;
|
||||
} else {
|
||||
if ((_i = config3.face.iris) == null ? void 0 : _i.enabled)
|
||||
rawCoords = await augmentIris(rawCoords, face5.tensor, config3, inputSize5);
|
||||
face5.mesh = transformRawCoords(rawCoords, box4, angle, rotationMatrix, inputSize5);
|
||||
face5.meshRaw = face5.mesh.map((pt) => [pt[0] / (input.shape[2] || 0), pt[1] / (input.shape[1] || 0), (pt[2] || 0) / inputSize5]);
|
||||
rawCoords = await augmentIris(rawCoords, face5.tensor, config3, inputSize6);
|
||||
face5.mesh = transformRawCoords(rawCoords, box4, angle, rotationMatrix, inputSize6);
|
||||
face5.meshRaw = face5.mesh.map((pt) => [pt[0] / (input.shape[2] || 0), pt[1] / (input.shape[1] || 0), (pt[2] || 0) / inputSize6]);
|
||||
for (const key of Object.keys(meshAnnotations))
|
||||
face5.annotations[key] = meshAnnotations[key].map((index2) => face5.mesh[index2]);
|
||||
box4 = squarifyBox({ ...enlargeBox(calculateLandmarksBoundingBox(face5.mesh), ((_j = config3.face.detector) == null ? void 0 : _j.cropFactor) || 1.6), confidence: box4.confidence });
|
||||
|
|
@ -5963,7 +6064,7 @@ async function predict10(input, config3) {
|
|||
face5.score = face5.faceScore;
|
||||
newCache.push(box4);
|
||||
tfjs_esm_exports.dispose(face5.tensor);
|
||||
[angle, rotationMatrix, face5.tensor] = correctFaceRotation((_k = config3.face.detector) == null ? void 0 : _k.rotation, box4, input, inputSize5);
|
||||
[angle, rotationMatrix, face5.tensor] = correctFaceRotation((_k = config3.face.detector) == null ? void 0 : _k.rotation, box4, input, inputSize6);
|
||||
}
|
||||
}
|
||||
faces.push(face5);
|
||||
|
|
@ -5983,7 +6084,7 @@ async function load11(config3) {
|
|||
log("load model:", model11["modelUrl"]);
|
||||
} else if (config3.debug)
|
||||
log("cached model:", model11["modelUrl"]);
|
||||
inputSize5 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
|
||||
inputSize6 = model11.inputs[0].shape ? model11.inputs[0].shape[2] : 0;
|
||||
return model11;
|
||||
}
|
||||
var triangulation = TRI468;
|
||||
|
|
@ -9892,7 +9993,7 @@ function crop(box4) {
|
|||
// src/hand/handtrack.ts
|
||||
var models2 = [null, null];
|
||||
var modelOutputNodes = ["StatefulPartitionedCall/Postprocessor/Slice", "StatefulPartitionedCall/Postprocessor/ExpandDims_1"];
|
||||
var inputSize6 = [[0, 0], [0, 0]];
|
||||
var inputSize7 = [[0, 0], [0, 0]];
|
||||
var classes = ["hand", "fist", "pinch", "point", "face", "tip", "pinchtip"];
|
||||
var faceIndex = 4;
|
||||
var boxExpandFact = 1.6;
|
||||
|
|
@ -9921,8 +10022,8 @@ async function loadDetect2(config3) {
|
|||
fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
|
||||
models2[0] = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || ""));
|
||||
const inputs = Object.values(models2[0].modelSignature["inputs"]);
|
||||
inputSize6[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize6[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
inputSize7[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize7[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!models2[0] || !models2[0]["modelUrl"])
|
||||
log("load model failed:", (_b = config3.hand.detector) == null ? void 0 : _b.modelPath);
|
||||
else if (config3.debug)
|
||||
|
|
@ -9938,8 +10039,8 @@ async function loadSkeleton(config3) {
|
|||
if (!models2[1]) {
|
||||
models2[1] = await tfjs_esm_exports.loadGraphModel(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || ""));
|
||||
const inputs = Object.values(models2[1].modelSignature["inputs"]);
|
||||
inputSize6[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize6[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
inputSize7[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize7[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!models2[1] || !models2[1]["modelUrl"])
|
||||
log("load model failed:", (_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath);
|
||||
else if (config3.debug)
|
||||
|
|
@ -10007,7 +10108,7 @@ async function detectFingers(input, h, config3) {
|
|||
};
|
||||
if (input && models2[1] && config3.hand.landmarks && h.score > (config3.hand.minConfidence || 0)) {
|
||||
const t = {};
|
||||
t.crop = tfjs_esm_exports.image.cropAndResize(input, [h.boxCrop], [0], [inputSize6[1][0], inputSize6[1][1]], "bilinear");
|
||||
t.crop = tfjs_esm_exports.image.cropAndResize(input, [h.boxCrop], [0], [inputSize7[1][0], inputSize7[1][1]], "bilinear");
|
||||
t.div = tfjs_esm_exports.div(t.crop, constants.tf255);
|
||||
[t.score, t.keypoints] = models2[1].execute(t.div, ["Identity_1", "Identity"]);
|
||||
const rawScore = (await t.score.data())[0];
|
||||
|
|
@ -10016,7 +10117,7 @@ async function detectFingers(input, h, config3) {
|
|||
hand3.fingerScore = score;
|
||||
t.reshaped = tfjs_esm_exports.reshape(t.keypoints, [-1, 3]);
|
||||
const coordsData = await t.reshaped.array();
|
||||
const coordsRaw = coordsData.map((kpt4) => [kpt4[0] / inputSize6[1][1], kpt4[1] / inputSize6[1][0], kpt4[2] || 0]);
|
||||
const coordsRaw = coordsData.map((kpt4) => [kpt4[0] / inputSize7[1][1], kpt4[1] / inputSize7[1][0], kpt4[2] || 0]);
|
||||
const coordsNorm = coordsRaw.map((kpt4) => [kpt4[0] * h.boxRaw[2], kpt4[1] * h.boxRaw[3], kpt4[2] || 0]);
|
||||
hand3.keypoints = coordsNorm.map((kpt4) => [
|
||||
outputSize[0] * (kpt4[0] + h.boxRaw[0]),
|
||||
|
|
@ -10242,7 +10343,7 @@ function jitter(keypoints) {
|
|||
}
|
||||
return keypoints;
|
||||
}
|
||||
function padInput(input, inputSize8) {
|
||||
function padInput(input, inputSize9) {
|
||||
const t = {};
|
||||
if (!input.shape || !input.shape[1] || !input.shape[2])
|
||||
return input;
|
||||
|
|
@ -10253,7 +10354,7 @@ function padInput(input, inputSize8) {
|
|||
[0, 0]
|
||||
];
|
||||
t.pad = tfjs_esm_exports.pad(input, cache4.padding);
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [inputSize8, inputSize8]);
|
||||
t.resize = tfjs_esm_exports.image.resizeBilinear(t.pad, [inputSize9, inputSize9]);
|
||||
const final = tfjs_esm_exports.cast(t.resize, "int32");
|
||||
Object.keys(t).forEach((tensor3) => tfjs_esm_exports.dispose(t[tensor3]));
|
||||
return final;
|
||||
|
|
@ -10278,7 +10379,7 @@ function rescaleBody(body4, outputSize2) {
|
|||
|
||||
// src/body/movenet.ts
|
||||
var model14;
|
||||
var inputSize7 = 0;
|
||||
var inputSize8 = 0;
|
||||
var skipped14 = Number.MAX_SAFE_INTEGER;
|
||||
var cache5 = {
|
||||
boxes: [],
|
||||
|
|
@ -10297,7 +10398,7 @@ async function load15(config3) {
|
|||
log("load model:", model14["modelUrl"]);
|
||||
} else if (config3.debug)
|
||||
log("cached model:", model14["modelUrl"]);
|
||||
inputSize7 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
|
||||
inputSize8 = model14.inputs[0].shape ? model14.inputs[0].shape[2] : 0;
|
||||
return model14;
|
||||
}
|
||||
async function parseSinglePose(res, config3, image29) {
|
||||
|
|
@ -10393,7 +10494,7 @@ async function predict15(input, config3) {
|
|||
return new Promise(async (resolve) => {
|
||||
const t = {};
|
||||
skipped14 = 0;
|
||||
t.input = padInput(input, inputSize7);
|
||||
t.input = padInput(input, inputSize8);
|
||||
t.res = model14 == null ? void 0 : model14.execute(t.input);
|
||||
cache5.last = now();
|
||||
const res = await t.res.array();
|
||||
|
|
@ -10426,7 +10527,7 @@ async function load16(config3) {
|
|||
log("cached model:", model15.modelUrl);
|
||||
return model15;
|
||||
}
|
||||
async function process4(res, inputSize8, outputShape, config3) {
|
||||
async function process4(res, inputSize9, outputShape, config3) {
|
||||
let id = 0;
|
||||
let results = [];
|
||||
for (const strideSize of [1, 2, 4]) {
|
||||
|
|
@ -10444,7 +10545,7 @@ async function process4(res, inputSize8, outputShape, config3) {
|
|||
if (score > config3.object.minConfidence && j !== 61) {
|
||||
const cx = (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 / inputSize8));
|
||||
const boxOffset = boxIdx[i].map((a) => a * (baseSize / strideSize / inputSize9));
|
||||
const [x, y] = [
|
||||
cx - scaleBox / strideSize * boxOffset[0],
|
||||
cy - scaleBox / strideSize * boxOffset[1]
|
||||
|
|
@ -10806,7 +10907,7 @@ function getInstanceScore(existingPoses, keypoints) {
|
|||
}, 0);
|
||||
return notOverlappedKeypointScores / keypoints.length;
|
||||
}
|
||||
function decode(offsets, scores, displacementsFwd, displacementsBwd, maxDetected, minConfidence2) {
|
||||
function decode2(offsets, scores, displacementsFwd, displacementsBwd, maxDetected, minConfidence2) {
|
||||
const poses = [];
|
||||
const queue = buildPartWithScoreQueue(minConfidence2, scores);
|
||||
while (poses.length < maxDetected && !queue.empty()) {
|
||||
|
|
@ -10837,7 +10938,7 @@ async function predict17(input, config3) {
|
|||
const buffers = await Promise.all(res.map((tensor3) => tensor3.buffer()));
|
||||
for (const t of res)
|
||||
tfjs_esm_exports.dispose(t);
|
||||
const decoded = await decode(buffers[0], buffers[1], buffers[2], buffers[3], config3.body.maxDetected, config3.body.minConfidence);
|
||||
const decoded = await decode2(buffers[0], buffers[1], buffers[2], buffers[3], config3.body.maxDetected, config3.body.minConfidence);
|
||||
if (!model16.inputs[0].shape)
|
||||
return [];
|
||||
const scaled = scalePoses(decoded, [input.shape[1], input.shape[2]], [model16.inputs[0].shape[2], model16.inputs[0].shape[1]]);
|
||||
|
|
|
|||
File diff suppressed because one or more lines are too long
|
|
@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number;
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** detector used for body model before actual analysis */
|
||||
/** experimental: detector used for body model before actual analysis */
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
/** experimental: enable body detector before body landmarks */
|
||||
enabled: boolean;
|
||||
/** experimental: path to optional body detector model json file */
|
||||
modelPath: string;
|
||||
/** experimental: minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded */
|
||||
iouThreshold: number;
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
|
|
@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number;
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** detector used for body model before actual analysis */
|
||||
/** experimental: detector used for body model before actual analysis */
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
/** experimental: enable body detector before body landmarks */
|
||||
enabled: boolean;
|
||||
/** experimental: path to optional body detector model json file */
|
||||
modelPath: string;
|
||||
/** experimental: minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded */
|
||||
iouThreshold: number;
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number;
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** detector used for body model before actual analysis */
|
||||
/** experimental: detector used for body model before actual analysis */
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
/** experimental: enable body detector before body landmarks */
|
||||
enabled: boolean;
|
||||
/** experimental: path to optional body detector model json file */
|
||||
modelPath: string;
|
||||
/** experimental: minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded */
|
||||
iouThreshold: number;
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number;
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** detector used for body model before actual analysis */
|
||||
/** experimental: detector used for body model before actual analysis */
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
/** experimental: enable body detector before body landmarks */
|
||||
enabled: boolean;
|
||||
/** experimental: path to optional body detector model json file */
|
||||
modelPath: string;
|
||||
/** experimental: minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded */
|
||||
iouThreshold: number;
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
|||
File diff suppressed because it is too large
Load Diff
|
|
@ -9,48 +9,58 @@ import type { BodyKeypoint, BodyResult, Box, Point } from '../result';
|
|||
import type { GraphModel, Tensor } from '../tfjs/types';
|
||||
import type { Config } from '../config';
|
||||
import * as coords from './blazeposecoords';
|
||||
import * as detect from './blazeposedetector';
|
||||
|
||||
interface DetectedBox { box: Box, boxRaw: Box, score: number }
|
||||
|
||||
const env = { initial: true };
|
||||
const models: [GraphModel | null, GraphModel | null] = [null, null];
|
||||
const inputSize = [[0, 0], [0, 0]];
|
||||
// const models: [GraphModel | null, GraphModel | null] = [null, null];
|
||||
const models: { detector: GraphModel | null, landmarks: GraphModel | null } = { detector: null, landmarks: null };
|
||||
const inputSize: { detector: [number, number], landmarks: [number, number] } = { detector: [224, 224], landmarks: [256, 256] };
|
||||
let skipped = Number.MAX_SAFE_INTEGER;
|
||||
let outputNodes: string[]; // different for lite/full/heavy
|
||||
const outputNodes: { detector: string[], landmarks: string[] } = {
|
||||
landmarks: ['ld_3d', 'activation_segmentation', 'activation_heatmap', 'world_3d', 'output_poseflag'],
|
||||
detector: [],
|
||||
};
|
||||
|
||||
let cache: BodyResult | null = null;
|
||||
let lastBox: Box | undefined;
|
||||
let padding: [number, number][] = [[0, 0], [0, 0], [0, 0], [0, 0]];
|
||||
let lastTime = 0;
|
||||
|
||||
const sigmoid = (x) => (1 - (1 / (1 + Math.exp(x))));
|
||||
|
||||
export async function loadDetect(config: Config): Promise<GraphModel> {
|
||||
if (env.initial) models[0] = null;
|
||||
if (!models[0] && config.body.detector?.modelPath || '') {
|
||||
models[0] = await tf.loadGraphModel(join(config.modelBasePath, config.body.detector?.modelPath || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(models[0].modelSignature['inputs']);
|
||||
inputSize[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize[0][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!models[0] || !models[0]['modelUrl']) log('load model failed:', config.body.detector?.modelPath);
|
||||
else if (config.debug) log('load model:', models[0]['modelUrl']);
|
||||
} else if (config.debug && models[0]) log('cached model:', models[0]['modelUrl']);
|
||||
return models[0] as GraphModel;
|
||||
if (env.initial) models.detector = null;
|
||||
if (!models.detector && config.body['detector'] && config.body['detector']['modelPath'] || '') {
|
||||
models.detector = await tf.loadGraphModel(join(config.modelBasePath, config.body['detector']['modelPath'] || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(models.detector.modelSignature['inputs']);
|
||||
inputSize.detector[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize.detector[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!models.detector || !models.detector['modelUrl']) log('load model failed:', config.body['detector']['modelPath']);
|
||||
else if (config.debug) log('load model:', models.detector['modelUrl']);
|
||||
} else if (config.debug && models.detector) log('cached model:', models.detector['modelUrl']);
|
||||
await detect.createAnchors();
|
||||
return models.detector as GraphModel;
|
||||
}
|
||||
|
||||
export async function loadPose(config: Config): Promise<GraphModel> {
|
||||
if (env.initial) models[1] = null;
|
||||
if (!models[1]) {
|
||||
models[1] = await tf.loadGraphModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(models[1].modelSignature['inputs']);
|
||||
inputSize[1][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize[1][1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (config.body.modelPath?.includes('lite')) outputNodes = ['ld_3d', 'output_segmentation', 'output_heatmap', 'world_3d', 'output_poseflag'];
|
||||
else outputNodes = ['Identity', 'Identity_2', 'Identity_3', 'Identity_4', 'Identity_1']; // v2 from pinto full and heavy
|
||||
if (!models[1] || !models[1]['modelUrl']) log('load model failed:', config.body.modelPath);
|
||||
else if (config.debug) log('load model:', models[1]['modelUrl']);
|
||||
} else if (config.debug) log('cached model:', models[1]['modelUrl']);
|
||||
return models[1];
|
||||
if (env.initial) models.landmarks = null;
|
||||
if (!models.landmarks) {
|
||||
models.landmarks = await tf.loadGraphModel(join(config.modelBasePath, config.body.modelPath || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(models.landmarks.modelSignature['inputs']);
|
||||
inputSize.landmarks[0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
|
||||
inputSize.landmarks[1] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
if (!models.landmarks || !models.landmarks['modelUrl']) log('load model failed:', config.body.modelPath);
|
||||
else if (config.debug) log('load model:', models.landmarks['modelUrl']);
|
||||
} else if (config.debug) log('cached model:', models.landmarks['modelUrl']);
|
||||
return models.landmarks;
|
||||
}
|
||||
|
||||
export async function load(config: Config): Promise<[GraphModel | null, GraphModel | null]> {
|
||||
if (!models[0]) await loadDetect(config);
|
||||
if (!models[1]) await loadPose(config);
|
||||
return models;
|
||||
if (!models.detector) await loadDetect(config);
|
||||
if (!models.landmarks) await loadPose(config);
|
||||
return [models.detector, models.landmarks];
|
||||
}
|
||||
|
||||
function calculateBoxes(keypoints: Array<BodyKeypoint>, outputSize: [number, number]): { keypointsBox: Box, keypointsBoxRaw: Box } {
|
||||
|
|
@ -61,22 +71,32 @@ function calculateBoxes(keypoints: Array<BodyKeypoint>, outputSize: [number, num
|
|||
return { keypointsBox, keypointsBoxRaw };
|
||||
}
|
||||
|
||||
async function prepareImage(input: Tensor): Promise<Tensor> {
|
||||
async function prepareImage(input: Tensor, size: number, box?: Box): Promise<Tensor> {
|
||||
const t: Record<string, Tensor> = {};
|
||||
if (!input.shape || !input.shape[1] || !input.shape[2]) return input;
|
||||
let final: Tensor;
|
||||
if (input.shape[1] !== input.shape[2]) { // only pad if width different than height
|
||||
const height: [number, number] = box
|
||||
? [Math.trunc(input.shape[1] * box[1]), Math.trunc(input.shape[1] * (box[1] + box[3]))]
|
||||
: [input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0];
|
||||
const width: [number, number] = box
|
||||
? [Math.trunc(input.shape[2] * box[0]), Math.trunc(input.shape[2] * (box[0] + box[2]))]
|
||||
: [input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0, input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0];
|
||||
padding = [
|
||||
[0, 0], // dont touch batch
|
||||
[input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0, input.shape[2] > input.shape[1] ? Math.trunc((input.shape[2] - input.shape[1]) / 2) : 0], // height before&after
|
||||
[input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0, input.shape[1] > input.shape[2] ? Math.trunc((input.shape[1] - input.shape[2]) / 2) : 0], // width before&after
|
||||
height, // height before&after
|
||||
width, // width before&after
|
||||
[0, 0], // dont touch rbg
|
||||
];
|
||||
if (box) {
|
||||
t.resize = tf.image.cropAndResize(input, [box], [0], [size, size]);
|
||||
} else {
|
||||
t.pad = tf.pad(input, padding);
|
||||
t.resize = tf.image.resizeBilinear(t.pad, [inputSize[1][0], inputSize[1][1]]);
|
||||
t.resize = tf.image.resizeBilinear(t.pad, [size, size]);
|
||||
}
|
||||
final = tf.div(t.resize, constants.tf255);
|
||||
} else if (input.shape[1] !== inputSize[1][0]) { // if input needs resizing
|
||||
t.resize = tf.image.resizeBilinear(input, [inputSize[1][0], inputSize[1][1]]);
|
||||
} else if (input.shape[1] !== size) { // if input needs resizing
|
||||
t.resize = tf.image.resizeBilinear(input, [size, size]);
|
||||
final = tf.div(t.resize, constants.tf255);
|
||||
} else { // if input is already in a correct resolution just normalize it
|
||||
final = tf.div(input, constants.tf255);
|
||||
|
|
@ -88,22 +108,29 @@ async function prepareImage(input: Tensor): Promise<Tensor> {
|
|||
function rescaleKeypoints(keypoints: Array<BodyKeypoint>, outputSize: [number, number]): Array<BodyKeypoint> {
|
||||
for (const kpt of keypoints) {
|
||||
kpt.position = [
|
||||
kpt.position[0] * (outputSize[0] + padding[2][0] + padding[2][1]) / outputSize[0] - padding[2][0],
|
||||
kpt.position[1] * (outputSize[1] + padding[1][0] + padding[1][1]) / outputSize[1] - padding[1][0],
|
||||
Math.trunc(kpt.position[0] * (outputSize[0] + padding[2][0] + padding[2][1]) / outputSize[0] - padding[2][0]),
|
||||
Math.trunc(kpt.position[1] * (outputSize[1] + padding[1][0] + padding[1][1]) / outputSize[1] - padding[1][0]),
|
||||
kpt.position[2] as number,
|
||||
];
|
||||
kpt.positionRaw = [
|
||||
kpt.position[0] / outputSize[0], kpt.position[1] / outputSize[1], kpt.position[2] as number,
|
||||
];
|
||||
kpt.positionRaw = [kpt.position[0] / outputSize[0], kpt.position[1] / outputSize[1], kpt.position[2] as number];
|
||||
}
|
||||
return keypoints;
|
||||
}
|
||||
|
||||
const sigmoid = (x) => (1 - (1 / (1 + Math.exp(x))));
|
||||
function rescaleBoxes(boxes: Array<DetectedBox>, outputSize: [number, number]): Array<DetectedBox> {
|
||||
for (const box of boxes) {
|
||||
box.box = [
|
||||
Math.trunc(box.box[0] * (outputSize[0] + padding[2][0] + padding[2][1]) / outputSize[0]),
|
||||
Math.trunc(box.box[1] * (outputSize[1] + padding[1][0] + padding[1][1]) / outputSize[1]),
|
||||
Math.trunc(box.box[2] * (outputSize[0] + padding[2][0] + padding[2][1]) / outputSize[0]),
|
||||
Math.trunc(box.box[3] * (outputSize[1] + padding[1][0] + padding[1][1]) / outputSize[1]),
|
||||
];
|
||||
box.boxRaw = [box.box[0] / outputSize[0], box.box[1] / outputSize[1], box.box[2] / outputSize[0], box.box[3] / outputSize[1]];
|
||||
}
|
||||
return boxes;
|
||||
}
|
||||
|
||||
async function detectParts(input: Tensor, config: Config, outputSize: [number, number]): Promise<BodyResult | null> {
|
||||
const t: Record<string, Tensor> = {};
|
||||
t.input = await prepareImage(input);
|
||||
async function detectLandmarks(input: Tensor, config: Config, outputSize: [number, number]): Promise<BodyResult | null> {
|
||||
/**
|
||||
* t.ld: 39 keypoints [x,y,z,score,presence] normalized to input size
|
||||
* t.segmentation:
|
||||
|
|
@ -111,24 +138,24 @@ async function detectParts(input: Tensor, config: Config, outputSize: [number, n
|
|||
* t.world: 39 keypoints [x,y,z] normalized to -1..1
|
||||
* t.poseflag: body score
|
||||
*/
|
||||
[t.ld/* 1,195(39*5) */, t.segmentation/* 1,256,256,1 */, t.heatmap/* 1,64,64,39 */, t.world/* 1,117(39*3) */, t.poseflag/* 1,1 */] = models[1]?.execute(t.input, outputNodes) as Tensor[]; // run model
|
||||
const poseScoreRaw = (await t.poseflag.data())[0];
|
||||
const poseScore = Math.max(0, (poseScoreRaw - 0.8) / (1 - 0.8)); // blow up score variance 5x
|
||||
const t: Record<string, Tensor> = {};
|
||||
[t.ld/* 1,195(39*5) */, t.segmentation/* 1,256,256,1 */, t.heatmap/* 1,64,64,39 */, t.world/* 1,117(39*3) */, t.poseflag/* 1,1 */] = models.landmarks?.execute(input, outputNodes.landmarks) as Tensor[]; // run model
|
||||
const poseScore = (await t.poseflag.data())[0];
|
||||
const points = await t.ld.data();
|
||||
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor])); // dont need tensors after this
|
||||
const keypointsRelative: Array<BodyKeypoint> = [];
|
||||
const depth = 5; // each points has x,y,z,visibility,presence
|
||||
for (let i = 0; i < points.length / depth; i++) {
|
||||
const score = sigmoid(points[depth * i + 3]);
|
||||
const presence = sigmoid(points[depth * i + 4]);
|
||||
const adjScore = Math.trunc(100 * score * presence * poseScore) / 100;
|
||||
const positionRaw: Point = [points[depth * i + 0] / inputSize[1][0], points[depth * i + 1] / inputSize[1][1], points[depth * i + 2] + 0];
|
||||
const positionRaw: Point = [points[depth * i + 0] / inputSize.landmarks[0], points[depth * i + 1] / inputSize.landmarks[1], points[depth * i + 2] + 0];
|
||||
const position: Point = [Math.trunc(outputSize[0] * positionRaw[0]), Math.trunc(outputSize[1] * positionRaw[1]), positionRaw[2] as number];
|
||||
keypointsRelative.push({ part: coords.kpt[i], positionRaw, position, score: adjScore });
|
||||
}
|
||||
if (poseScore < (config.body.minConfidence || 0)) return null;
|
||||
const keypoints: Array<BodyKeypoint> = rescaleKeypoints(keypointsRelative, outputSize); // keypoints were relative to input image which is cropped
|
||||
const keypoints: Array<BodyKeypoint> = rescaleKeypoints(keypointsRelative, outputSize); // keypoints were relative to input image which is padded
|
||||
const boxes = calculateBoxes(keypoints, [outputSize[0], outputSize[1]]); // now find boxes based on rescaled keypoints
|
||||
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
|
||||
const annotations: Record<string, Point[][]> = {};
|
||||
for (const [name, indexes] of Object.entries(coords.connected)) {
|
||||
const pt: Array<Point[]> = [];
|
||||
|
|
@ -144,6 +171,19 @@ async function detectParts(input: Tensor, config: Config, outputSize: [number, n
|
|||
return body;
|
||||
}
|
||||
|
||||
async function detectBoxes(input: Tensor, config: Config, outputSize: [number, number]) {
|
||||
const t: Record<string, Tensor> = {};
|
||||
t.res = models.detector?.execute(input, ['Identity']) as Tensor; //
|
||||
t.logitsRaw = tf.slice(t.res, [0, 0, 0], [1, -1, 1]);
|
||||
t.boxesRaw = tf.slice(t.res, [0, 0, 1], [1, -1, -1]);
|
||||
t.logits = tf.squeeze(t.logitsRaw);
|
||||
t.boxes = tf.squeeze(t.boxesRaw);
|
||||
const boxes = await detect.decode(t.boxes, t.logits, config, outputSize);
|
||||
rescaleBoxes(boxes, outputSize);
|
||||
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
|
||||
return boxes;
|
||||
}
|
||||
|
||||
export async function predict(input: Tensor, config: Config): Promise<BodyResult[]> {
|
||||
const outputSize: [number, number] = [input.shape[2] || 0, input.shape[1] || 0];
|
||||
const skipTime = (config.body.skipTime || 0) > (now() - lastTime);
|
||||
|
|
@ -151,7 +191,31 @@ export async function predict(input: Tensor, config: Config): Promise<BodyResult
|
|||
if (config.skipAllowed && skipTime && skipFrame && cache !== null) {
|
||||
skipped++;
|
||||
} else {
|
||||
cache = await detectParts(input, config, outputSize);
|
||||
const t: Record<string, Tensor> = {};
|
||||
if (config.body['detector'] && config.body['detector']['enabled']) {
|
||||
t.detector = await prepareImage(input, 224);
|
||||
const boxes = await detectBoxes(t.detector, config, outputSize);
|
||||
if (boxes && boxes.length === 1) {
|
||||
t.landmarks = await prepareImage(input, 256, boxes[0].box); // padded and resized according to detector
|
||||
cache = await detectLandmarks(t.landmarks, config, outputSize);
|
||||
}
|
||||
if (cache) cache.score = boxes[0].score;
|
||||
} else {
|
||||
t.landmarks = await prepareImage(input, 256, lastBox); // padded and resized
|
||||
cache = await detectLandmarks(t.landmarks, config, outputSize);
|
||||
/*
|
||||
lastBox = undefined;
|
||||
if (cache?.box) {
|
||||
const cx = cache.boxRaw[0] + (cache.boxRaw[2] / 2);
|
||||
const cy = cache.boxRaw[1] + (cache.boxRaw[3] / 2);
|
||||
let size = cache.boxRaw[2] > cache.boxRaw[3] ? cache.boxRaw[2] : cache.boxRaw[3];
|
||||
size = (size * 1.2) / 2; // enlarge and half it
|
||||
lastBox = [cx - size, cy - size, 2 * size, 2 * size];
|
||||
}
|
||||
*/
|
||||
}
|
||||
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
|
||||
// if (cache && boxes.length > 0) cache.box = boxes[0].box;
|
||||
lastTime = now();
|
||||
skipped = 0;
|
||||
}
|
||||
|
|
|
|||
|
|
@ -0,0 +1,111 @@
|
|||
import * as tf from '../../dist/tfjs.esm.js';
|
||||
import type { Tensor } from '../tfjs/types';
|
||||
import type { Box } from '../result';
|
||||
import type { Config } from '../config';
|
||||
|
||||
interface DetectedBox { box: Box, boxRaw: Box, score: number }
|
||||
|
||||
const inputSize = 224;
|
||||
let anchorTensor: { x, y };
|
||||
const numLayers = 5;
|
||||
const strides = [8, 16, 32, 32, 32];
|
||||
|
||||
export async function createAnchors() {
|
||||
const anchors: Array<{ x: number, y: number }> = [];
|
||||
let layerId = 0;
|
||||
while (layerId < numLayers) {
|
||||
let anchorCount = 0;
|
||||
let lastSameStrideLayer = layerId;
|
||||
while (lastSameStrideLayer < strides.length && strides[lastSameStrideLayer] === strides[layerId]) {
|
||||
anchorCount += 2;
|
||||
lastSameStrideLayer++;
|
||||
}
|
||||
const stride = strides[layerId];
|
||||
const featureMapHeight = Math.ceil(inputSize / stride);
|
||||
const featureMapWidth = Math.ceil(inputSize / stride);
|
||||
for (let y = 0; y < featureMapHeight; ++y) {
|
||||
for (let x = 0; x < featureMapWidth; ++x) {
|
||||
for (let anchorId = 0; anchorId < anchorCount; ++anchorId) {
|
||||
anchors.push({ x: (x + 0.5) / featureMapWidth, y: (y + 0.5) / featureMapHeight });
|
||||
}
|
||||
}
|
||||
}
|
||||
layerId = lastSameStrideLayer;
|
||||
}
|
||||
anchorTensor = { x: tf.tensor1d(anchors.map((a) => a.x)), y: tf.tensor1d(anchors.map((a) => a.y)) };
|
||||
}
|
||||
|
||||
const cropFactor = [5.0, 5.0];
|
||||
function decodeBoxes(boxesTensor, anchor): Tensor {
|
||||
return tf.tidy(() => {
|
||||
const split = tf.split(boxesTensor, 12, 1); // first 4 are box data [x,y,w,h] and 4 are keypoints data [x,y] for total of 12
|
||||
let xCenter = tf.squeeze(split[0]);
|
||||
let yCenter = tf.squeeze(split[1]);
|
||||
let width = tf.squeeze(split[2]);
|
||||
let height = tf.squeeze(split[3]);
|
||||
xCenter = tf.add(tf.div(xCenter, inputSize), anchor.x);
|
||||
yCenter = tf.add(tf.div(yCenter, inputSize), anchor.y);
|
||||
width = tf.mul(tf.div(width, inputSize), cropFactor[0]);
|
||||
height = tf.mul(tf.div(height, inputSize), cropFactor[1]);
|
||||
const xMin = tf.sub(xCenter, tf.div(width, 2));
|
||||
const yMin = tf.sub(yCenter, tf.div(height, 2));
|
||||
const boxes = tf.stack([xMin, yMin, width, height], 1);
|
||||
return boxes;
|
||||
});
|
||||
}
|
||||
|
||||
export async function decode(boxesTensor: Tensor, logitsTensor: Tensor, config: Config, outputSize: [number, number]): Promise<DetectedBox[]> {
|
||||
const t: Record<string, Tensor> = {};
|
||||
t.boxes = decodeBoxes(boxesTensor, anchorTensor);
|
||||
t.scores = tf.sigmoid(logitsTensor);
|
||||
t.argmax = tf.argMax(t.scores);
|
||||
const i = (await t.argmax.data())[0] as number;
|
||||
const scores = await t.scores.data();
|
||||
const detected: Array<{ box: Box, boxRaw: Box, score: number }> = [];
|
||||
const minScore = (config.body['detector'] && config.body['detector']['minConfidence']) ? config.body['detector']['minConfidence'] : 0;
|
||||
if (scores[i] >= minScore) {
|
||||
const boxes = await t.boxes.array();
|
||||
const boxRaw: Box = boxes[i];
|
||||
const box: Box = [boxRaw[0] * outputSize[0], boxRaw[1] * outputSize[1], boxRaw[2] * outputSize[0], boxRaw[3] * outputSize[1]];
|
||||
// console.log(box);
|
||||
detected.push({ box, boxRaw, score: scores[i] });
|
||||
}
|
||||
/*
|
||||
t.nms = await tf.image.nonMaxSuppressionAsync(t.boxes, t.scores, 1, config.body.detector?.minConfidence || 0.1, config.body.detector?.iouThreshold || 0.1);
|
||||
const boxes = t.boxes.arraySync();
|
||||
const scores = t.scores.dataSync();
|
||||
const nms = t.nms.dataSync();
|
||||
const detected: Array<DetectedBox> = [];
|
||||
for (const i of Array.from(nms)) {
|
||||
const boxRaw: Box = boxes[i];
|
||||
const box: Box = [boxRaw[0] * outputSize[0], boxRaw[0] * outputSize[1], boxRaw[3] * outputSize[0], boxRaw[2] * outputSize[1]];
|
||||
detected.push({ box, boxRaw, score: scores[i] });
|
||||
}
|
||||
*/
|
||||
Object.keys(t).forEach((tensor) => tf.dispose(t[tensor]));
|
||||
return detected;
|
||||
}
|
||||
|
||||
/*
|
||||
const humanConfig: Partial<Config> = {
|
||||
warmup: 'full' as const,
|
||||
modelBasePath: '../../models',
|
||||
cacheSensitivity: 0,
|
||||
filter: { enabled: false },
|
||||
face: { enabled: false },
|
||||
hand: { enabled: false },
|
||||
object: { enabled: false },
|
||||
gesture: { enabled: false },
|
||||
body: {
|
||||
enabled: true,
|
||||
minConfidence: 0.1,
|
||||
modelPath: 'blazepose/blazepose-full.json',
|
||||
detector: {
|
||||
enabled: false,
|
||||
modelPath: 'blazepose/blazepose-detector.json',
|
||||
minConfidence: 0.1,
|
||||
iouThreshold: 0.1,
|
||||
},
|
||||
},
|
||||
};
|
||||
*/
|
||||
|
|
@ -78,11 +78,19 @@ export interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number,
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number,
|
||||
/** detector used for body model before actual analysis */
|
||||
/* experimental
|
||||
/** experimental: detector used for body model before actual analysis
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
modelPath: string
|
||||
/** experimental: enable body detector before body landmarks
|
||||
enabled: boolean,
|
||||
/** experimental: path to optional body detector model json file
|
||||
modelPath: string,
|
||||
/** experimental: minimum confidence for a detected body before results are discarded
|
||||
minConfidence: number,
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded
|
||||
iouThreshold: number
|
||||
},
|
||||
*/
|
||||
}
|
||||
|
||||
/** Configures all hand detection specific options */
|
||||
|
|
@ -365,9 +373,6 @@ const config: Config = {
|
|||
body: {
|
||||
enabled: true,
|
||||
modelPath: 'movenet-lightning.json',
|
||||
detector: {
|
||||
modelPath: '',
|
||||
},
|
||||
maxDetected: -1,
|
||||
minConfidence: 0.3,
|
||||
skipFrames: 1,
|
||||
|
|
|
|||
767
test/build.log
767
test/build.log
|
|
@ -1,25 +1,742 @@
|
|||
2021-11-21 16:47:59 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.5.3"}
|
||||
2021-11-21 16:47:59 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
|
||||
2021-11-21 16:47:59 [36mINFO: [39m Toolchain: {"build":"0.6.4","esbuild":"0.13.15","typescript":"4.5.2","typedoc":"0.22.9","eslint":"8.3.0"}
|
||||
2021-11-21 16:47:59 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
|
||||
2021-11-21 16:47:59 [35mSTATE:[39m Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
|
||||
2021-11-21 16:47:59 [35mSTATE:[39m 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}
|
||||
2021-11-21 16:47:59 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":62,"inputBytes":548495,"outputBytes":463490}
|
||||
2021-11-21 16:47:59 [35mSTATE:[39m 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}
|
||||
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||||
2021-11-22 14:23:40 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3055025,"outputBytes":2977381}
|
||||
2021-11-22 14:23:40 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6384,"outputBytes":4237}
|
||||
2021-11-22 14:23:40 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794}
|
||||
2021-11-22 14:28:04 [36mINFO: [39m Watch: {"event":"modify","input":"src/body/blazeposedetector.ts"}
|
||||
2021-11-22 14:28:04 [36mINFO: [39m Watch: {"event":"modify","input":"src/config.ts","skip":true}
|
||||
2021-11-22 14:28:04 [36mINFO: [39m Watch: {"event":"modify","input":"src/body/blazepose.ts","skip":true}
|
||||
2021-11-22 14:28:04 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:04 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":63,"inputBytes":555763,"outputBytes":468274}
|
||||
2021-11-22 14:28:04 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":63,"inputBytes":555771,"outputBytes":468278}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":63,"inputBytes":555838,"outputBytes":468350}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":63,"inputBytes":555400,"outputBytes":470360}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m 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":2500605}
|
||||
2021-11-22 14:28:05 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":63,"inputBytes":3055093,"outputBytes":1627453}
|
||||
2021-11-22 14:28:06 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3055093,"outputBytes":2977260}
|
||||
2021-11-22 14:28:06 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6384,"outputBytes":4237}
|
||||
2021-11-22 14:28:06 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/html","size":1953,"url":"/demo/typescript/index.html","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/javascript","size":4237,"url":"/demo/typescript/index.js","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"font/woff2","size":181500,"url":"/assets/lato-light.woff2","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/javascript","size":2977260,"url":"/dist/human.esm.js","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":9168,"url":"/demo/typescript/index.js.map","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":4833487,"url":"/dist/human.esm.js.map","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":147545,"url":"/models/blazepose/blazepose-full.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":134678,"url":"/models/blazepose/blazepose-detector.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"image/x-icon","size":261950,"url":"/favicon.ico","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":6338290,"url":"/models/blazepose/blazepose-full.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:08 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":5928856,"url":"/models/blazepose/blazepose-detector.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:28:47 [36mINFO: [39m Watch: {"event":"modify","input":"src/body/blazeposedetector.ts"}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":63,"inputBytes":556298,"outputBytes":468274}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":63,"inputBytes":556306,"outputBytes":468278}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":63,"inputBytes":556373,"outputBytes":468350}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:28:47 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":63,"inputBytes":555935,"outputBytes":470360}
|
||||
2021-11-22 14:28:48 [35mSTATE:[39m 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":2500605}
|
||||
2021-11-22 14:28:48 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":63,"inputBytes":3055628,"outputBytes":1627453}
|
||||
2021-11-22 14:28:48 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3055628,"outputBytes":2977260}
|
||||
2021-11-22 14:28:48 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6384,"outputBytes":4237}
|
||||
2021-11-22 14:28:48 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794}
|
||||
2021-11-22 14:28:49 [36mINFO: [39m Watch: {"event":"modify","input":"demo/typescript/index.ts","skip":true}
|
||||
2021-11-22 14:29:11 [36mINFO: [39m Watch: {"event":"modify","input":"demo/typescript/index.ts"}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":63,"inputBytes":556298,"outputBytes":468274}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":63,"inputBytes":556306,"outputBytes":468278}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":63,"inputBytes":556373,"outputBytes":468350}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m 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}
|
||||
2021-11-22 14:29:11 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":63,"inputBytes":555935,"outputBytes":470360}
|
||||
2021-11-22 14:29:12 [35mSTATE:[39m 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":2500605}
|
||||
2021-11-22 14:29:12 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":63,"inputBytes":3055628,"outputBytes":1627453}
|
||||
2021-11-22 14:29:12 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":63,"inputBytes":3055628,"outputBytes":2977260}
|
||||
2021-11-22 14:29:12 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":5866,"outputBytes":4127}
|
||||
2021-11-22 14:29:12 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15174,"outputBytes":11794}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/html","size":1953,"url":"/demo/typescript/index.html","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/javascript","size":4127,"url":"/demo/typescript/index.js","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"font/woff2","size":181500,"url":"/assets/lato-light.woff2","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"text/javascript","size":2977260,"url":"/dist/human.esm.js","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":8582,"url":"/demo/typescript/index.js.map","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":4834046,"url":"/dist/human.esm.js.map","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":161813,"url":"/models/movenet-lightning.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":79038,"url":"/models/blazeface.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":71432,"url":"/models/faceres.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":17980,"url":"/models/emotion.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":122025,"url":"/models/iris.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":89289,"url":"/models/facemesh.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":602812,"url":"/models/handtrack.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/json","size":82231,"url":"/models/handlandmark-full.json","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"image/x-icon","size":261950,"url":"/favicon.ico","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":820516,"url":"/models/emotion.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":6978814,"url":"/models/faceres.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":2599092,"url":"/models/iris.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":2955780,"url":"/models/facemesh.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":5431368,"url":"/models/handlandmark-full.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":4650216,"url":"/models/movenet-lightning.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":538928,"url":"/models/blazeface.bin","remote":"::ffff:192.168.0.200"}
|
||||
2021-11-22 14:29:21 [32mDATA: [39m HTTP: {"method":"GET","ver":"1.1","status":200,"mime":"application/octet-stream","size":2964837,"url":"/models/handtrack.bin","remote":"::ffff:192.168.0.200"}
|
||||
|
|
|
|||
File diff suppressed because one or more lines are too long
|
|
@ -4,7 +4,7 @@
|
|||
<p>Defines all possible image types</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="AnyVideo" class="tsd-anchor"></a><h3>Any<wbr/>Video</h3><div class="tsd-signature tsd-kind-icon">Any<wbr/>Video<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">HTMLMediaElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLVideoElement</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/exports.ts#L30">src/exports.ts:30</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Defines all possible video types</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="BackendType" class="tsd-anchor"></a><h3>Backend<wbr/>Type</h3><div class="tsd-signature tsd-kind-icon">Backend<wbr/>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">"cpu"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"wasm"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"webgl"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"humangl"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"tensorflow"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"webgpu"</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#L192">src/config.ts:192</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="BackendType" class="tsd-anchor"></a><h3>Backend<wbr/>Type</h3><div class="tsd-signature tsd-kind-icon">Backend<wbr/>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">"cpu"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"wasm"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"webgl"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"humangl"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"tensorflow"</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">"webgpu"</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#L198">src/config.ts:198</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Possible TensorFlow backends</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="BodyGesture" class="tsd-anchor"></a><h3>Body<wbr/>Gesture</h3><div class="tsd-signature tsd-kind-icon">Body<wbr/>Gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">leaning </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">"left"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"right"</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-type">raise </span><span class="tsd-signature-symbol">${</span><span class="tsd-signature-type">"left"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"right"</span><span class="tsd-signature-symbol">}</span><span class="tsd-signature-type"> hand</span><span class="tsd-signature-symbol">`</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"i give up"</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/gesture/gesture.ts#L22">src/gesture/gesture.ts:22</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>body gesture type</p>
|
||||
|
|
@ -82,9 +82,9 @@ Each result has:</p>
|
|||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="Point" class="tsd-anchor"></a><h3>Point</h3><div class="tsd-signature tsd-kind-icon">Point<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">?</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/result.ts#L12">src/result.ts:12</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>generic point as [x, y, z?]</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="TensorLike" class="tsd-anchor"></a><h3>Tensor<wbr/>Like</h3><div class="tsd-signature tsd-kind-icon">Tensor<wbr/>Like<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">TypedArray</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">RecursiveArray</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">TypedArray</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">RecursiveArray</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">RecursiveArray</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Uint8Array</span><span class="tsd-signature-symbol">[]</span></div><aside class="tsd-sources"><ul><li>Defined in node_modules/.pnpm/@tensorflow+tfjs-core@3.11.0/node_modules/@tensorflow/tfjs-core/dist/types.d.ts:78</li></ul></aside><div class="tsd-comment tsd-typography"><dl class="tsd-comment-tags"><dt>docalias</dt><dd><p>TypedArray|Array</p>
|
||||
</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="WarmupType" class="tsd-anchor"></a><h3>Warmup<wbr/>Type</h3><div class="tsd-signature tsd-kind-icon">Warmup<wbr/>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"none"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"face"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"full"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"body"</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#L195">src/config.ts:195</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</dd></dl></div></section><section class="tsd-panel tsd-member tsd-kind-type-alias"><a id="WarmupType" class="tsd-anchor"></a><h3>Warmup<wbr/>Type</h3><div class="tsd-signature tsd-kind-icon">Warmup<wbr/>Type<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">[</span><span class="tsd-signature-type">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"none"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"face"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"full"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"body"</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#L201">src/config.ts:201</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Possible values for <code>human.warmup</code></p>
|
||||
</div></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Variables</h2><section class="tsd-panel tsd-member tsd-kind-variable"><a id="defaults" class="tsd-anchor"></a><h3>defaults</h3><div class="tsd-signature tsd-kind-icon">defaults<span class="tsd-signature-symbol">:</span> <a href="interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><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#L282">src/config.ts:282</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Variables</h2><section class="tsd-panel tsd-member tsd-kind-variable"><a id="defaults" class="tsd-anchor"></a><h3>defaults</h3><div class="tsd-signature tsd-kind-icon">defaults<span class="tsd-signature-symbol">:</span> <a href="interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><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#L288">src/config.ts:288</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<ul>
|
||||
<li><a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L262">See all default Config values...</a></li>
|
||||
</ul>
|
||||
|
|
|
|||
|
|
@ -1,14 +1,20 @@
|
|||
<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>BodyConfig | @vladmandic/human - v2.5.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.3"/><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 - v2.5.3</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 - v2.5.3</a></li><li><a href="BodyConfig.html">BodyConfig</a></li></ul><h1>Interface BodyConfig</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 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"><a href="BodyConfig.html#detector" class="tsd-kind-icon">detector</a></li><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-1" 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"><a id="detector" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> 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#L82">src/config.ts:82</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>detector used for body model before actual analysis</p>
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>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 optional body detector model json file</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></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"><a href="BodyConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled-1" 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-1" 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-1" 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"><a id="detector" class="tsd-anchor"></a><h3><span class="tsd-flag ts-flagOptional">Optional</span> detector</h3><div class="tsd-signature tsd-kind-icon">detector<span class="tsd-signature-symbol">?:</span> <span class="tsd-signature-symbol">{ </span>enabled<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span><span class="tsd-signature-symbol">; </span>iouThreshold<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>minConfidence<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</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#L82">src/config.ts:82</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>experimental: detector used for body model before actual analysis</p>
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>enabled<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">boolean</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>experimental: enable body detector before body landmarks</p>
|
||||
</div></div></li><li class="tsd-parameter"><h5>iou<wbr/>Threshold<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>experimental: minimum overlap between two detected bodies before one is discarded</p>
|
||||
</div></div></li><li class="tsd-parameter"><h5>min<wbr/>Confidence<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>experimental: minimum confidence for a detected body before results are discarded</p>
|
||||
</div></div></li><li class="tsd-parameter"><h5>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>experimental: path to optional body detector model json file</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-1" 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>
|
||||
</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#L78">src/config.ts:78</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>maximum numboer 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#L80">src/config.ts:80</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-1" 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#L80">src/config.ts:80</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>
|
||||
</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>
|
||||
|
|
@ -16,4 +22,4 @@
|
|||
<p>how many max frames 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#L13">src/config.ts:13</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>
|
||||
</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"><a href="BodyConfig.html#detector" class="tsd-kind-icon">detector</a></li><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-1" 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"><a href="BodyConfig.html#detector" class="tsd-kind-icon">detector</a></li><li class="tsd-kind-property tsd-parent-kind-interface tsd-is-inherited"><a href="BodyConfig.html#enabled-1" 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-1" 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-1" 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>
|
||||
|
|
@ -2,10 +2,10 @@
|
|||
<p>Configuration interface definition for <strong>Human</strong> library
|
||||
Contains all configurable parameters
|
||||
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#L227">src/config.ts:227</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#L233">src/config.ts:233</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Perform model loading and inference concurrently or sequentially</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">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"cpu"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"wasm"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"webgl"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"humangl"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"tensorflow"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"webgpu"</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L209">src/config.ts:209</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">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"cpu"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"wasm"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"webgl"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"humangl"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"tensorflow"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"webgpu"</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L215">src/config.ts:215</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Backend used for TFJS operations
|
||||
valid build-in backends are:</p>
|
||||
<ul>
|
||||
|
|
@ -13,48 +13,48 @@ valid build-in backends are:</p>
|
|||
<li>NodeJS: <code>cpu</code>, <code>wasm</code>, <code>tensorflow</code>
|
||||
default: <code>humangl</code> for browser and <code>tensorflow</code> for nodejs</li>
|
||||
</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"><</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><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#L269">src/config.ts:269</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"><</span><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a><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#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>
|
||||
</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#L251">src/config.ts:251</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>
|
||||
<ul>
|
||||
<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>
|
||||
</ul>
|
||||
</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#L254">src/config.ts:254</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>
|
||||
</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#L221">src/config.ts:221</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#L227">src/config.ts:227</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Print debug statements to console</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"><</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><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#L266">src/config.ts:266</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"><</span><a href="FaceConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceConfig</a><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#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>
|
||||
</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"><</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><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#L260">src/config.ts:260</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"><</span><a href="FilterConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FilterConfig</a><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#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>
|
||||
</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"><</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><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#L263">src/config.ts:263</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"><</span><a href="GestureConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GestureConfig</a><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#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>
|
||||
</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"><</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><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#L272">src/config.ts:272</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"><</span><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a><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#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>
|
||||
</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#L243">src/config.ts:243</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>
|
||||
<ul>
|
||||
<li>individual modelPath values are relative to this path</li>
|
||||
</ul>
|
||||
</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"><</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><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#L275">src/config.ts:275</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"><</span><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a><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#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>
|
||||
</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"><</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><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#L278">src/config.ts:278</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"><</span><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a><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#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>
|
||||
</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#L257">src/config.ts:257</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>
|
||||
</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">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"face"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"body"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"none"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"full"</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L235">src/config.ts:235</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">""</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"face"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"body"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"none"</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">"full"</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L241">src/config.ts:241</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>What to use for <code>human.warmup()</code></p>
|
||||
<ul>
|
||||
<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>
|
||||
</ul>
|
||||
</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#L215">src/config.ts:215</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#L221">src/config.ts:221</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>
|
||||
</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>
|
||||
|
|
@ -4,51 +4,51 @@
|
|||
<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>
|
||||
</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#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-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#L171">src/config.ts:171</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>
|
||||
</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#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="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#L165">src/config.ts:165</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L167">src/config.ts:167</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L137">src/config.ts:137</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#L143">src/config.ts:143</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L141">src/config.ts:141</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#L147">src/config.ts:147</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>perform image histogram equalization</p>
|
||||
<ul>
|
||||
<li>equalization is performed on input as a whole and detected face before its passed for further analysis</li>
|
||||
</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#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="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#L163">src/config.ts:163</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L153">src/config.ts:153</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#L159">src/config.ts:159</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>resize input height</p>
|
||||
<ul>
|
||||
<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 both are set, values are used as-is</li>
|
||||
</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#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="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#L175">src/config.ts:175</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>
|
||||
</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#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="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#L183">src/config.ts:183</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L177">src/config.ts:177</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L189">src/config.ts:189</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>
|
||||
</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#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="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#L187">src/config.ts:187</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L161">src/config.ts:161</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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-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#L173">src/config.ts:173</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L179">src/config.ts:179</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L169">src/config.ts:169</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L185">src/config.ts:185</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L181">src/config.ts:181</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L147">src/config.ts:147</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#L153">src/config.ts:153</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>resize input width</p>
|
||||
<ul>
|
||||
<li>if both width and height are set to 0, there is no resizing</li>
|
||||
|
|
|
|||
|
|
@ -1,5 +1,5 @@
|
|||
<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>GestureConfig | @vladmandic/human - v2.5.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.3"/><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 - v2.5.3</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 - v2.5.3</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>
|
||||
</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#L189">src/config.ts:189</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#L195">src/config.ts:195</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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>
|
||||
|
|
@ -1,22 +1,22 @@
|
|||
<!DOCTYPE html><html class="default"><head><meta charSet="utf-8"/><meta http-equiv="x-ua-compatible" content="IE=edge"/><title>HandConfig | @vladmandic/human - v2.5.3</title><meta name="description" content="Documentation for @vladmandic/human - v2.5.3"/><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 - v2.5.3</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 - v2.5.3</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>
|
||||
</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#L100">src/config.ts:100</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#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">
|
||||
<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">
|
||||
<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#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="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#L101">src/config.ts:101</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>
|
||||
</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#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="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#L105">src/config.ts:105</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>
|
||||
</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#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="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#L103">src/config.ts:103</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#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="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#L99">src/config.ts:99</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>
|
||||
</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>
|
||||
</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#L91">src/config.ts:91</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#L97">src/config.ts:97</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L104">src/config.ts:104</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#L110">src/config.ts:110</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>
|
||||
</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">
|
||||
<p>how many max frames to go without re-running model if cached results are acceptable</p>
|
||||
|
|
|
|||
|
|
@ -2,11 +2,11 @@
|
|||
<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">
|
||||
<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#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="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#L121">src/config.ts:121</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>
|
||||
</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#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="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#L123">src/config.ts:123</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<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#L113">src/config.ts:113</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#L119">src/config.ts:119</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>
|
||||
</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>
|
||||
|
|
|
|||
|
|
@ -4,7 +4,7 @@ removes background from input containing person
|
|||
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
|
||||
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#L128">src/config.ts:128</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#L134">src/config.ts:134</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>
|
||||
</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>
|
||||
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|
@ -35,10 +35,16 @@ export declare interface BodyConfig extends GenericConfig {
|
|||
maxDetected: number;
|
||||
/** minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** detector used for body model before actual analysis */
|
||||
/** experimental: detector used for body model before actual analysis */
|
||||
detector?: {
|
||||
/** path to optional body detector model json file */
|
||||
/** experimental: enable body detector before body landmarks */
|
||||
enabled: boolean;
|
||||
/** experimental: path to optional body detector model json file */
|
||||
modelPath: string;
|
||||
/** experimental: minimum confidence for a detected body before results are discarded */
|
||||
minConfidence: number;
|
||||
/** experimental: minimum overlap between two detected bodies before one is discarded */
|
||||
iouThreshold: number;
|
||||
};
|
||||
}
|
||||
|
||||
|
|
|
|||
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Reference in New Issue