mirror of https://github.com/vladmandic/human
optimize model loading
Vladimir Mandic
parent
36e9ca363c
commit
8ad491a5ea
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@ -31,10 +31,10 @@ import jsonView from './helpers/jsonview.js';
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let human;
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let userConfig = {
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/*
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warmup: 'none',
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backend: 'humangl',
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debug: true,
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/*
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wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.9.0/dist/',
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async: false,
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cacheSensitivity: 0.75,
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@ -51,8 +51,8 @@ let userConfig = {
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},
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object: { enabled: false },
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gesture: { enabled: true },
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hand: { enabled: false },
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// hand: { enabled: true, maxDetected: 1, minConfidence: 0.5, detector: { modelPath: 'handtrack.json' } },
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// hand: { enabled: false },
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hand: { enabled: true, maxDetected: 1, minConfidence: 0.5, detector: { modelPath: 'handtrack.json' } },
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body: { enabled: false },
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// body: { enabled: true, modelPath: 'movenet-multipose.json' },
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// body: { enabled: true, modelPath: 'posenet.json' },
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File diff suppressed because it is too large
Load Diff
File diff suppressed because one or more lines are too long
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@ -36200,11 +36200,11 @@ var SkipIterator = class extends LazyIterator {
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}
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async serialNext() {
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while (this.count++ < this.maxCount) {
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const skipped8 = await this.upstream.next();
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if (skipped8.done) {
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return skipped8;
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const skipped9 = await this.upstream.next();
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if (skipped9.done) {
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return skipped9;
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}
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dispose(skipped8.value);
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dispose(skipped9.value);
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}
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return this.upstream.next();
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}
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@ -60461,16 +60461,16 @@ function decodeBounds(boxOutputs, anchors3, inputSize3) {
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return concat2d([startNormalized, endNormalized], concatAxis);
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}
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var BlazeFaceModel = class {
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constructor(model11, config3) {
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constructor(model12, config3) {
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__publicField(this, "model");
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__publicField(this, "anchorsData");
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__publicField(this, "anchors");
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__publicField(this, "inputSize");
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__publicField(this, "config");
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this.model = model11;
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this.anchorsData = generateAnchors(model11.inputs[0].shape[1]);
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this.model = model12;
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this.anchorsData = generateAnchors(model12.inputs[0].shape[1]);
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this.anchors = tensor2d(this.anchorsData);
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this.inputSize = model11.inputs[0].shape[2];
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this.inputSize = model12.inputs[0].shape[2];
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this.config = config3;
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}
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async getBoundingBoxes(inputImage, userConfig) {
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@ -60522,12 +60522,12 @@ var BlazeFaceModel = class {
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};
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async function load(config3) {
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var _a, _b, _c;
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const model11 = await loadGraphModel(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || ""), { fromTFHub: (((_b = config3.face.detector) == null ? void 0 : _b.modelPath) || "").includes("tfhub.dev") });
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const blazeFace = new BlazeFaceModel(model11, config3);
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if (!model11 || !model11.modelUrl)
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const model12 = await loadGraphModel(join(config3.modelBasePath, ((_a = config3.face.detector) == null ? void 0 : _a.modelPath) || ""), { fromTFHub: (((_b = config3.face.detector) == null ? void 0 : _b.modelPath) || "").includes("tfhub.dev") });
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const blazeFace = new BlazeFaceModel(model12, config3);
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if (!model12 || !model12.modelUrl)
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log("load model failed:", ((_c = config3.face.detector) == null ? void 0 : _c.modelPath) || "");
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else if (config3.debug)
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log("load model:", model11.modelUrl);
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log("load model:", model12.modelUrl);
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return blazeFace;
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}
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@ -64947,7 +64947,12 @@ var Pipeline = class {
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dispose(rotated);
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return [angle, rotationMatrix, face5];
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}
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async augmentIris(rawCoords, face5) {
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async augmentIris(rawCoords, face5, config3) {
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if (!this.irisModel) {
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if (config3.debug)
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log("face mesh detection requested, but model is not loaded");
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return rawCoords;
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}
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const { box: leftEyeBox, boxSize: leftEyeBoxSize, crop: leftEyeCrop } = this.getEyeBox(rawCoords, face5, eyeLandmarks.leftBounds[0], eyeLandmarks.leftBounds[1], true);
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const { box: rightEyeBox, boxSize: rightEyeBoxSize, crop: rightEyeCrop } = this.getEyeBox(rawCoords, face5, eyeLandmarks.rightBounds[0], eyeLandmarks.rightBounds[1]);
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const combined = concat([leftEyeCrop, rightEyeCrop]);
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@ -65043,6 +65048,9 @@ var Pipeline = class {
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confidence: box6.confidence,
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image: face5
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});
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} else if (!this.meshDetector) {
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if (config3.debug)
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log("face mesh detection requested, but model is not loaded");
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} else {
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const [contours, confidence, contourCoords] = this.meshDetector.execute(face5);
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dispose(contours);
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@ -65057,7 +65065,7 @@ var Pipeline = class {
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dispose(face5);
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} else {
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if (config3.face.iris.enabled)
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rawCoords = await this.augmentIris(rawCoords, face5);
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rawCoords = await this.augmentIris(rawCoords, face5, config3);
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const mesh = this.transformRawCoords(rawCoords, box6, angle, rotationMatrix);
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box6 = { ...enlargeBox(calculateLandmarksBoundingBox(mesh), 1.5), confidence: box6.confidence };
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if (config3.face.detector.rotation && config3.face.mesh.enabled && config3.face.description.enabled && env2.kernels.includes("rotatewithoffset")) {
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@ -65132,6 +65140,7 @@ async function predict(input2, config3) {
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return results;
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}
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async function load2(config3) {
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var _a;
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if (env2.initial)
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faceModels = [null, null, null];
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if (!faceModels[0] && config3.face.enabled || !faceModels[1] && config3.face.mesh.enabled || !faceModels[2] && config3.face.iris.enabled || env2.initial) {
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@ -65161,7 +65170,7 @@ async function load2(config3) {
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log("cached model:", faceModels[2]["modelUrl"]);
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}
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facePipeline = new Pipeline(faceModels[0], faceModels[1], faceModels[2]);
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return faceModels;
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return [((_a = faceModels[0]) == null ? void 0 : _a.model) || null, faceModels[1], faceModels[2]];
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}
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var triangulation = TRI468;
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var uvmap = UV468;
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@ -68679,14 +68688,14 @@ var anchors = [
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// src/handpose/handdetector.ts
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var HandDetector = class {
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constructor(model11) {
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constructor(model12) {
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__publicField(this, "model");
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__publicField(this, "anchors");
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__publicField(this, "anchorsTensor");
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__publicField(this, "inputSize");
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__publicField(this, "inputSizeTensor");
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__publicField(this, "doubleInputSizeTensor");
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this.model = model11;
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this.model = model12;
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this.anchors = anchors.map((anchor) => [anchor.x, anchor.y]);
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this.anchorsTensor = tensor2d(this.anchors);
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this.inputSize = this.model && this.model.inputs && this.model.inputs[0].shape ? this.model.inputs[0].shape[2] : 0;
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@ -69442,8 +69451,210 @@ async function load6(config3) {
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return [handDetectorModel, handPoseModel];
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}
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// src/tfjs/humangl.ts
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var config2 = {
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name: "humangl",
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priority: 999,
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canvas: null,
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gl: null,
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extensions: [],
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webGLattr: {
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alpha: false,
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antialias: false,
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premultipliedAlpha: false,
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preserveDrawingBuffer: false,
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depth: false,
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stencil: false,
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failIfMajorPerformanceCaveat: false,
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desynchronized: true
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}
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};
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function extensions() {
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const gl = config2.gl;
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if (!gl)
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return;
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config2.extensions = gl.getSupportedExtensions();
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}
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async function register(instance) {
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var _a;
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if (instance.config.backend !== "humangl")
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return;
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if (config2.name in engine().registry && (!config2.gl || !config2.gl.getParameter(config2.gl.VERSION))) {
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log("error: humangl backend invalid context");
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reset(instance);
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}
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if (!findBackend(config2.name)) {
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try {
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config2.canvas = await canvas(100, 100);
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} catch (err) {
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log("error: cannot create canvas:", err);
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return;
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}
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try {
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config2.gl = (_a = config2.canvas) == null ? void 0 : _a.getContext("webgl2", config2.webGLattr);
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if (config2.canvas) {
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config2.canvas.addEventListener("webglcontextlost", async (e) => {
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log("error: humangl:", e.type);
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log("possible browser memory leak using webgl");
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instance.emit("error");
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throw new Error("browser webgl error");
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});
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config2.canvas.addEventListener("webglcontextrestored", (e) => {
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log("error: humangl context restored:", e);
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});
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config2.canvas.addEventListener("webglcontextcreationerror", (e) => {
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log("error: humangl context create:", e);
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});
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}
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} catch (err) {
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log("error: cannot get WebGL context:", err);
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return;
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}
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try {
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setWebGLContext(2, config2.gl);
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} catch (err) {
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log("error: cannot set WebGL context:", err);
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return;
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}
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const current = backend().getGPGPUContext ? backend().getGPGPUContext().gl : null;
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if (current) {
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log(`humangl webgl version:${current.getParameter(current.VERSION)} renderer:${current.getParameter(current.RENDERER)}`);
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} else {
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log("error: no current gl context:", current, config2.gl);
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return;
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}
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try {
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const ctx = new GPGPUContext(config2.gl);
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registerBackend(config2.name, () => new MathBackendWebGL(ctx), config2.priority);
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} catch (err) {
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log("error: cannot register WebGL backend:", err);
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return;
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}
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try {
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const kernels = getKernelsForBackend("webgl");
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kernels.forEach((kernelConfig) => {
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const newKernelConfig = { ...kernelConfig, backendName: config2.name };
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registerKernel(newKernelConfig);
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});
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} catch (err) {
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log("error: cannot update WebGL backend registration:", err);
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return;
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}
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try {
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ENV.set("WEBGL_VERSION", 2);
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} catch (err) {
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log("error: cannot set WebGL backend flags:", err);
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return;
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}
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extensions();
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log("backend registered:", config2.name);
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}
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}
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// src/tfjs/backend.ts
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async function check(instance, force = false) {
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instance.state = "backend";
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if (force || env2.initial || instance.config.backend && instance.config.backend.length > 0 && getBackend() !== instance.config.backend) {
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const timeStamp = now();
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if (instance.config.backend && instance.config.backend.length > 0) {
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if (typeof window === "undefined" && typeof WorkerGlobalScope !== "undefined" && instance.config.debug) {
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if (instance.config.debug)
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log("running inside web worker");
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}
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if (env2.browser && instance.config.backend === "tensorflow") {
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if (instance.config.debug)
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log("override: backend set to tensorflow while running in browser");
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instance.config.backend = "humangl";
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}
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if (env2.node && (instance.config.backend === "webgl" || instance.config.backend === "humangl")) {
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if (instance.config.debug)
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log(`override: backend set to ${instance.config.backend} while running in nodejs`);
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instance.config.backend = "tensorflow";
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}
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if (env2.browser && instance.config.backend === "webgpu") {
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if (typeof navigator === "undefined" || typeof navigator["gpu"] === "undefined") {
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log("override: backend set to webgpu but browser does not support webgpu");
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instance.config.backend = "humangl";
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} else {
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const adapter = await navigator["gpu"].requestAdapter();
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if (instance.config.debug)
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log("enumerated webgpu adapter:", adapter);
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}
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}
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if (instance.config.backend === "humangl")
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await register(instance);
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const available = Object.keys(engine().registryFactory);
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if (instance.config.debug)
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log("available backends:", available);
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if (!available.includes(instance.config.backend)) {
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log(`error: backend ${instance.config.backend} not found in registry`);
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instance.config.backend = env2.node ? "tensorflow" : "humangl";
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if (instance.config.debug)
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log(`override: setting backend ${instance.config.backend}`);
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}
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if (instance.config.debug)
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log("setting backend:", instance.config.backend);
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if (instance.config.backend === "wasm") {
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if (instance.config.debug)
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log("wasm path:", instance.config.wasmPath);
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if (typeof (tfjs_esm_exports == null ? void 0 : tfjs_esm_exports.setWasmPaths) !== "undefined")
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await setWasmPaths(instance.config.wasmPath);
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else
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throw new Error("wasm backend is not loaded");
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const simd = await env().getAsync("WASM_HAS_SIMD_SUPPORT");
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const mt = await env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");
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if (instance.config.debug)
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log(`wasm execution: ${simd ? "SIMD" : "no SIMD"} ${mt ? "multithreaded" : "singlethreaded"}`);
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if (instance.config.debug && !simd)
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log("warning: wasm simd support is not enabled");
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}
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try {
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await setBackend(instance.config.backend);
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await ready();
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} catch (err) {
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log("error: cannot set backend:", instance.config.backend, err);
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return false;
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}
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}
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if (getBackend() === "humangl") {
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ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
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ENV.set("WEBGL_CPU_FORWARD", true);
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ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
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ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
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if (typeof instance.config["deallocate"] !== "undefined" && instance.config["deallocate"]) {
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log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
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ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);
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}
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const gl = await backend().getGPGPUContext().gl;
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if (instance.config.debug)
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log(`gl version:${gl.getParameter(gl.VERSION)} renderer:${gl.getParameter(gl.RENDERER)}`);
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}
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enableProdMode();
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await ready();
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instance.performance.backend = Math.trunc(now() - timeStamp);
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instance.config.backend = getBackend();
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get3();
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instance.env = env2;
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}
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return true;
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}
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function fakeOps(kernelNames, config3) {
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for (const kernelName of kernelNames) {
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const kernelConfig = {
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kernelName,
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backendName: config3.backend,
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kernelFunc: () => {
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if (config3.debug)
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log("kernelFunc", kernelName, config3.backend);
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}
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};
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registerKernel(kernelConfig);
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}
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env2.kernels = getKernelsForBackend(getBackend()).map((kernel) => kernel.kernelName.toLowerCase());
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}
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// src/handtrack/handtrack.ts
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var models = [null, null];
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var models2 = [null, null];
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var modelOutputNodes = ["StatefulPartitionedCall/Postprocessor/Slice", "StatefulPartitionedCall/Postprocessor/ExpandDims_1"];
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var inputSize = [[0, 0], [0, 0]];
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var classes = [
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@ -69470,39 +69681,44 @@ var fingerMap = {
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pinky: [17, 18, 19, 20],
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palm: [0]
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};
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async function load7(config3) {
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var _a, _b;
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if (env2.initial) {
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models[0] = null;
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models[1] = null;
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}
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if (!models[0]) {
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models[0] = await loadGraphModel(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || ""));
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const inputs = Object.values(models[0].modelSignature["inputs"]);
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async function loadDetect(config3) {
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var _a;
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if (env2.initial)
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models2[0] = null;
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if (!models2[0]) {
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fakeOps(["tensorlistreserve", "enter", "tensorlistfromtensor", "merge", "loopcond", "switch", "exit", "tensorliststack", "nextiteration", "tensorlistsetitem", "tensorlistgetitem", "reciprocal", "shape", "split", "where"], config3);
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models2[0] = await loadGraphModel(join(config3.modelBasePath, ((_a = config3.hand.detector) == null ? void 0 : _a.modelPath) || ""));
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const inputs = Object.values(models2[0].modelSignature["inputs"]);
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inputSize[0][0] = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[1].size) : 0;
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inputSize[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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if (!models2[0] || !models2[0]["modelUrl"])
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log("load model failed:", config3.object.modelPath);
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else if (config3.debug)
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log("load model:", models[0]["modelUrl"]);
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log("load model:", models2[0]["modelUrl"]);
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} else if (config3.debug)
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log("cached model:", models[0]["modelUrl"]);
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if (!models[1]) {
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models[1] = await loadGraphModel(join(config3.modelBasePath, ((_b = config3.hand.skeleton) == null ? void 0 : _b.modelPath) || ""));
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const inputs = Object.values(models[1].modelSignature["inputs"]);
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log("cached model:", models2[0]["modelUrl"]);
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return models2[0];
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}
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async function loadSkeleton(config3) {
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var _a;
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if (env2.initial)
|
||||
models2[1] = null;
|
||||
if (!models2[1]) {
|
||||
models2[1] = await loadGraphModel(join(config3.modelBasePath, ((_a = config3.hand.skeleton) == null ? void 0 : _a.modelPath) || ""));
|
||||
const inputs = Object.values(models2[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 (!models[1] || !models[1]["modelUrl"])
|
||||
if (!models2[1] || !models2[1]["modelUrl"])
|
||||
log("load model failed:", config3.object.modelPath);
|
||||
else if (config3.debug)
|
||||
log("load model:", models[1]["modelUrl"]);
|
||||
log("load model:", models2[1]["modelUrl"]);
|
||||
} else if (config3.debug)
|
||||
log("cached model:", models[1]["modelUrl"]);
|
||||
return models;
|
||||
log("cached model:", models2[1]["modelUrl"]);
|
||||
return models2[1];
|
||||
}
|
||||
async function detectHands(input2, config3) {
|
||||
const hands = [];
|
||||
if (!input2 || !models[0])
|
||||
if (!input2 || !models2[0])
|
||||
return hands;
|
||||
const t = {};
|
||||
const ratio = (input2.shape[2] || 1) / (input2.shape[1] || 1);
|
||||
|
|
@ -69510,7 +69726,7 @@ async function detectHands(input2, config3) {
|
|||
const width = Math.round(height * ratio / 8) * 8;
|
||||
t.resize = image.resizeBilinear(input2, [height, width]);
|
||||
t.cast = cast(t.resize, "int32");
|
||||
[t.rawScores, t.rawBoxes] = await models[0].executeAsync(t.cast, modelOutputNodes);
|
||||
[t.rawScores, t.rawBoxes] = await models2[0].executeAsync(t.cast, modelOutputNodes);
|
||||
t.boxes = squeeze(t.rawBoxes, [0, 2]);
|
||||
t.scores = squeeze(t.rawScores, [0]);
|
||||
const classScores = unstack(t.scores, 1);
|
||||
|
|
@ -69579,7 +69795,7 @@ async function detectFingers(input2, h, config3) {
|
|||
landmarks: {},
|
||||
annotations: {}
|
||||
};
|
||||
if (!input2 || !models[1])
|
||||
if (!input2 || !models2[1])
|
||||
return hand3;
|
||||
if (config3.hand.landmarks) {
|
||||
const t = {};
|
||||
|
|
@ -69588,7 +69804,7 @@ async function detectFingers(input2, h, config3) {
|
|||
t.crop = image.cropAndResize(input2, [h.yxBox], [0], [inputSize[1][0], inputSize[1][1]], "bilinear");
|
||||
t.cast = cast(t.crop, "float32");
|
||||
t.div = div(t.cast, 255);
|
||||
[t.score, t.keypoints] = models[1].execute(t.div);
|
||||
[t.score, t.keypoints] = models2[1].execute(t.div);
|
||||
const score3 = Math.round(100 * (await t.score.data())[0] / 100);
|
||||
if (score3 > (config3.hand.minConfidence || 0)) {
|
||||
hand3.fingerScore = score3;
|
||||
|
|
@ -69711,7 +69927,7 @@ var upper = [
|
|||
|
||||
// src/blazepose/blazepose.ts
|
||||
var model5;
|
||||
async function load8(config3) {
|
||||
async function load7(config3) {
|
||||
if (env2.initial)
|
||||
model5 = null;
|
||||
if (!model5) {
|
||||
|
|
@ -69782,7 +69998,7 @@ var boxRaw = [0, 0, 0, 0];
|
|||
var score = 0;
|
||||
var skipped4 = Number.MAX_SAFE_INTEGER;
|
||||
var bodyParts = ["head", "neck", "rightShoulder", "rightElbow", "rightWrist", "chest", "leftShoulder", "leftElbow", "leftWrist", "pelvis", "rightHip", "rightKnee", "rightAnkle", "leftHip", "leftKnee", "leftAnkle"];
|
||||
async function load9(config3) {
|
||||
async function load8(config3) {
|
||||
if (env2.initial)
|
||||
model6 = null;
|
||||
if (!model6) {
|
||||
|
|
@ -69885,7 +70101,7 @@ var boxRaw2 = [0, 0, 0, 0];
|
|||
var score2 = 0;
|
||||
var skipped5 = Number.MAX_SAFE_INTEGER;
|
||||
var bodyParts2 = ["nose", "leftEye", "rightEye", "leftEar", "rightEar", "leftShoulder", "rightShoulder", "leftElbow", "rightElbow", "leftWrist", "rightWrist", "leftHip", "rightHip", "leftKnee", "rightKnee", "leftAnkle", "rightAnkle"];
|
||||
async function load10(config3) {
|
||||
async function load9(config3) {
|
||||
if (env2.initial)
|
||||
model7 = null;
|
||||
if (!model7) {
|
||||
|
|
@ -70103,7 +70319,7 @@ var model8;
|
|||
var last3 = [];
|
||||
var skipped6 = Number.MAX_SAFE_INTEGER;
|
||||
var scaleBox = 2.5;
|
||||
async function load11(config3) {
|
||||
async function load10(config3) {
|
||||
if (!model8 || env2.initial) {
|
||||
model8 = await loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
|
||||
const inputs = Object.values(model8.modelSignature["inputs"]);
|
||||
|
|
@ -70209,10 +70425,11 @@ var model9;
|
|||
var inputSize2 = 0;
|
||||
var last4 = [];
|
||||
var skipped7 = Number.MAX_SAFE_INTEGER;
|
||||
async function load12(config3) {
|
||||
async function load11(config3) {
|
||||
if (env2.initial)
|
||||
model9 = null;
|
||||
if (!model9) {
|
||||
fakeOps(["floormod"], config3);
|
||||
model9 = await loadGraphModel(join(config3.modelBasePath, config3.object.modelPath || ""));
|
||||
const inputs = Object.values(model9.modelSignature["inputs"]);
|
||||
inputSize2 = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
|
|
@ -70292,7 +70509,7 @@ async function predict11(input2, config3) {
|
|||
// src/segmentation/segmentation.ts
|
||||
var model10;
|
||||
var busy = false;
|
||||
async function load13(config3) {
|
||||
async function load12(config3) {
|
||||
if (!model10 || env2.initial) {
|
||||
model10 = await loadGraphModel(join(config3.modelBasePath, config3.segmentation.modelPath || ""));
|
||||
if (!model10 || !model10["modelUrl"])
|
||||
|
|
@ -70309,7 +70526,7 @@ async function process5(input2, background, config3) {
|
|||
return { data: [], canvas: null, alpha: null };
|
||||
busy = true;
|
||||
if (!model10)
|
||||
await load13(config3);
|
||||
await load12(config3);
|
||||
const inputImage = process2(input2, config3);
|
||||
const width = ((_a = inputImage.canvas) == null ? void 0 : _a.width) || 0;
|
||||
const height = ((_b = inputImage.canvas) == null ? void 0 : _b.height) || 0;
|
||||
|
|
@ -70372,82 +70589,98 @@ async function process5(input2, background, config3) {
|
|||
return { data, canvas: mergedCanvas || compositeCanvas, alpha: alphaCanvas };
|
||||
}
|
||||
|
||||
// src/gear/agegenderrace.ts
|
||||
var model11;
|
||||
var skipped8 = Number.MAX_SAFE_INTEGER;
|
||||
async function load13(config3) {
|
||||
if (env2.initial)
|
||||
model11 = null;
|
||||
if (!model11) {
|
||||
model11 = await loadGraphModel(join(config3.modelBasePath, config3.face.agegenderrace.modelPath));
|
||||
if (!model11 || !model11["modelUrl"])
|
||||
log("load model failed:", config3.face.agegenderrace.modelPath);
|
||||
else if (config3.debug)
|
||||
log("load model:", model11["modelUrl"]);
|
||||
} else if (config3.debug)
|
||||
log("cached model:", model11["modelUrl"]);
|
||||
return model11;
|
||||
}
|
||||
|
||||
// src/models.ts
|
||||
function reset(instance) {
|
||||
instance.models = {
|
||||
face: null,
|
||||
handpose: null,
|
||||
handtrack: null,
|
||||
posenet: null,
|
||||
blazepose: null,
|
||||
efficientpose: null,
|
||||
movenet: null,
|
||||
age: null,
|
||||
gender: null,
|
||||
emotion: null,
|
||||
embedding: null,
|
||||
nanodet: null,
|
||||
centernet: null,
|
||||
faceres: null,
|
||||
segmentation: null
|
||||
var Models = class {
|
||||
constructor() {
|
||||
__publicField(this, "age", null);
|
||||
__publicField(this, "agegenderrace", null);
|
||||
__publicField(this, "blazepose", null);
|
||||
__publicField(this, "centernet", null);
|
||||
__publicField(this, "efficientpose", null);
|
||||
__publicField(this, "embedding", null);
|
||||
__publicField(this, "emotion", null);
|
||||
__publicField(this, "facedetect", null);
|
||||
__publicField(this, "faceiris", null);
|
||||
__publicField(this, "facemesh", null);
|
||||
__publicField(this, "faceres", null);
|
||||
__publicField(this, "gender", null);
|
||||
__publicField(this, "handpose", null);
|
||||
__publicField(this, "handskeleton", null);
|
||||
__publicField(this, "handtrack", null);
|
||||
__publicField(this, "movenet", null);
|
||||
__publicField(this, "nanodet", null);
|
||||
__publicField(this, "posenet", null);
|
||||
__publicField(this, "segmentation", null);
|
||||
}
|
||||
};
|
||||
function reset(instance) {
|
||||
for (const model12 of Object.keys(instance.models))
|
||||
instance.models[model12] = null;
|
||||
}
|
||||
async function load14(instance) {
|
||||
var _a, _b, _c, _d, _e, _f, _g, _h, _i, _j, _k, _l, _m, _n, _o, _p, _q, _r, _s, _t, _u, _v, _w, _x, _y, _z, _A;
|
||||
if (env2.initial)
|
||||
reset(instance);
|
||||
if (instance.config.async) {
|
||||
[
|
||||
instance.models.face,
|
||||
instance.models.emotion,
|
||||
instance.models.handpose,
|
||||
instance.models.handtrack,
|
||||
instance.models.posenet,
|
||||
instance.models.blazepose,
|
||||
instance.models.efficientpose,
|
||||
instance.models.movenet,
|
||||
instance.models.nanodet,
|
||||
instance.models.centernet,
|
||||
instance.models.faceres,
|
||||
instance.models.segmentation
|
||||
] = await Promise.all([
|
||||
instance.models.face || (instance.config.face.enabled ? load2(instance.config) : null),
|
||||
instance.models.emotion || (instance.config.face.enabled && instance.config.face.emotion.enabled ? load4(instance.config) : null),
|
||||
instance.models.handpose || (instance.config.hand.enabled && instance.config.hand.detector.modelPath.includes("handdetect") ? load6(instance.config) : null),
|
||||
instance.models.handtrack || (instance.config.hand.enabled && instance.config.hand.detector.modelPath.includes("handtrack") ? load7(instance.config) : null),
|
||||
instance.models.posenet || (instance.config.body.enabled && instance.config.body.modelPath.includes("posenet") ? load5(instance.config) : null),
|
||||
instance.models.blazepose || (instance.config.body.enabled && instance.config.body.modelPath.includes("blazepose") ? load8(instance.config) : null),
|
||||
instance.models.efficientpose || (instance.config.body.enabled && instance.config.body.modelPath.includes("efficientpose") ? load9(instance.config) : null),
|
||||
instance.models.movenet || (instance.config.body.enabled && instance.config.body.modelPath.includes("movenet") ? load10(instance.config) : null),
|
||||
instance.models.nanodet || (instance.config.object.enabled && instance.config.object.modelPath.includes("nanodet") ? load11(instance.config) : null),
|
||||
instance.models.centernet || (instance.config.object.enabled && instance.config.object.modelPath.includes("centernet") ? load12(instance.config) : null),
|
||||
instance.models.faceres || (instance.config.face.enabled && instance.config.face.description.enabled ? load3(instance.config) : null),
|
||||
instance.models.segmentation || (instance.config.segmentation.enabled ? load13(instance.config) : null)
|
||||
]);
|
||||
} else {
|
||||
if (instance.config.face.enabled && !instance.models.face)
|
||||
instance.models.face = await load2(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.emotion.enabled && !instance.models.emotion)
|
||||
instance.models.emotion = await load4(instance.config);
|
||||
if (instance.config.hand.enabled && !instance.models.handpose && instance.config.hand.detector.modelPath.includes("handdetect"))
|
||||
instance.models.handpose = await load6(instance.config);
|
||||
if (instance.config.hand.enabled && !instance.models.handtrack && instance.config.hand.detector.modelPath.includes("handtrack"))
|
||||
instance.models.handtrack = await load7(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.posenet && instance.config.body.modelPath.includes("posenet"))
|
||||
instance.models.posenet = await load5(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.blazepose && instance.config.body.modelPath.includes("blazepose"))
|
||||
instance.models.blazepose = await load8(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && instance.config.body.modelPath.includes("efficientpose"))
|
||||
instance.models.efficientpose = await load8(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.movenet && instance.config.body.modelPath.includes("movenet"))
|
||||
instance.models.movenet = await load10(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.nanodet && instance.config.object.modelPath.includes("nanodet"))
|
||||
instance.models.nanodet = await load11(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.centernet && instance.config.object.modelPath.includes("centernet"))
|
||||
instance.models.centernet = await load12(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.description.enabled && !instance.models.faceres)
|
||||
instance.models.faceres = await load3(instance.config);
|
||||
if (instance.config.face.enabled) {
|
||||
if (!instance.models.facedetect)
|
||||
[instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await load2(instance.config);
|
||||
if (((_a = instance.config.face.mesh) == null ? void 0 : _a.enabled) && !instance.models.facemesh)
|
||||
[instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await load2(instance.config);
|
||||
if (((_b = instance.config.face.iris) == null ? void 0 : _b.enabled) && !instance.models.faceiris)
|
||||
[instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await load2(instance.config);
|
||||
}
|
||||
if (instance.config.hand.enabled) {
|
||||
if (!instance.models.handpose && ((_d = (_c = instance.config.hand.detector) == null ? void 0 : _c.modelPath) == null ? void 0 : _d.includes("handdetect")))
|
||||
[instance.models.handpose, instance.models.handskeleton] = await load6(instance.config);
|
||||
if (!instance.models.handskeleton && instance.config.hand.landmarks && ((_f = (_e = instance.config.hand.detector) == null ? void 0 : _e.modelPath) == null ? void 0 : _f.includes("handdetect")))
|
||||
[instance.models.handpose, instance.models.handskeleton] = await load6(instance.config);
|
||||
}
|
||||
if (instance.config.hand.enabled && !instance.models.handtrack && ((_h = (_g = instance.config.hand.detector) == null ? void 0 : _g.modelPath) == null ? void 0 : _h.includes("handtrack")))
|
||||
instance.models.handtrack = loadDetect(instance.config);
|
||||
if (instance.config.hand.enabled && instance.config.hand.landmarks && !instance.models.handskeleton && ((_j = (_i = instance.config.hand.detector) == null ? void 0 : _i.modelPath) == null ? void 0 : _j.includes("handtrack")))
|
||||
instance.models.handskeleton = loadSkeleton(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.posenet && ((_l = (_k = instance.config.body) == null ? void 0 : _k.modelPath) == null ? void 0 : _l.includes("posenet")))
|
||||
instance.models.posenet = load5(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && ((_n = (_m = instance.config.body) == null ? void 0 : _m.modelPath) == null ? void 0 : _n.includes("efficientpose")))
|
||||
instance.models.efficientpose = load8(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.blazepose && ((_p = (_o = instance.config.body) == null ? void 0 : _o.modelPath) == null ? void 0 : _p.includes("blazepose")))
|
||||
instance.models.blazepose = load7(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && ((_r = (_q = instance.config.body) == null ? void 0 : _q.modelPath) == null ? void 0 : _r.includes("efficientpose")))
|
||||
instance.models.efficientpose = load7(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.movenet && ((_t = (_s = instance.config.body) == null ? void 0 : _s.modelPath) == null ? void 0 : _t.includes("movenet")))
|
||||
instance.models.movenet = load9(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.nanodet && ((_v = (_u = instance.config.object) == null ? void 0 : _u.modelPath) == null ? void 0 : _v.includes("nanodet")))
|
||||
instance.models.nanodet = load10(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.centernet && ((_x = (_w = instance.config.object) == null ? void 0 : _w.modelPath) == null ? void 0 : _x.includes("centernet")))
|
||||
instance.models.centernet = load11(instance.config);
|
||||
if (instance.config.face.enabled && ((_y = instance.config.face.emotion) == null ? void 0 : _y.enabled) && !instance.models.emotion)
|
||||
instance.models.emotion = load4(instance.config);
|
||||
if (instance.config.face.enabled && ((_z = instance.config.face.description) == null ? void 0 : _z.enabled) && !instance.models.faceres)
|
||||
instance.models.faceres = load3(instance.config);
|
||||
if (instance.config.segmentation.enabled && !instance.models.segmentation)
|
||||
instance.models.segmentation = await load13(instance.config);
|
||||
instance.models.segmentation = load12(instance.config);
|
||||
if (instance.config.face.enabled && ((_A = instance.config.face["agegenderrace"]) == null ? void 0 : _A.enabled) && !instance.models.agegenderrace)
|
||||
instance.models.agegenderrace = load13(instance.config);
|
||||
for await (const model12 of Object.keys(instance.models)) {
|
||||
if (instance.models[model12] && typeof instance.models[model12] !== "undefined")
|
||||
instance.models[model12] = await instance.models[model12];
|
||||
}
|
||||
}
|
||||
async function validate2(instance) {
|
||||
|
|
@ -70456,18 +70689,18 @@ async function validate2(instance) {
|
|||
if (instance.models[defined]) {
|
||||
let models4 = [];
|
||||
if (Array.isArray(instance.models[defined])) {
|
||||
models4 = instance.models[defined].filter((model11) => model11 !== null).map((model11) => model11 && model11.executor ? model11 : model11.model);
|
||||
models4 = instance.models[defined].filter((model12) => model12 !== null).map((model12) => model12 && model12.executor ? model12 : model12.model);
|
||||
} else {
|
||||
models4 = [instance.models[defined]];
|
||||
}
|
||||
for (const model11 of models4) {
|
||||
if (!model11) {
|
||||
for (const model12 of models4) {
|
||||
if (!model12) {
|
||||
if (instance.config.debug)
|
||||
log("model marked as loaded but not defined:", defined);
|
||||
continue;
|
||||
}
|
||||
const ops = [];
|
||||
const executor = model11 == null ? void 0 : model11.executor;
|
||||
const executor = model12 == null ? void 0 : model12.executor;
|
||||
if (executor && executor.graph.nodes) {
|
||||
for (const kernel of Object.values(executor.graph.nodes)) {
|
||||
const op2 = kernel.op.toLowerCase();
|
||||
|
|
@ -70597,7 +70830,7 @@ var calculateFaceAngle = (face5, imageSize) => {
|
|||
return { angle, matrix, gaze };
|
||||
};
|
||||
var detectFace = async (parent, input2) => {
|
||||
var _a, _b, _c, _d, _e, _f;
|
||||
var _a, _b, _c, _d;
|
||||
let timeStamp;
|
||||
let ageRes;
|
||||
let gearRes;
|
||||
|
|
@ -70649,7 +70882,7 @@ var detectFace = async (parent, input2) => {
|
|||
delete faces[i].annotations.leftEyeIris;
|
||||
delete faces[i].annotations.rightEyeIris;
|
||||
}
|
||||
const irisSize = ((_e = faces[i].annotations) == null ? void 0 : _e.leftEyeIris) && ((_f = faces[i].annotations) == null ? void 0 : _f.rightEyeIris) ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
|
||||
const irisSize = faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.rightEyeIris && faces[i].annotations.leftEyeIris.length > 0 && faces[i].annotations.rightEyeIris.length > 0 && faces[i].annotations.leftEyeIris[0] !== null && faces[i].annotations.rightEyeIris[0] !== null ? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input2.shape[2] : 0;
|
||||
const tensor2 = parent.config.face.detector.return ? squeeze(faces[i].tensor) : null;
|
||||
dispose(faces[i].tensor);
|
||||
if (faces[i].tensor)
|
||||
|
|
@ -71440,194 +71673,6 @@ function calc(newResult) {
|
|||
return bufferedResult;
|
||||
}
|
||||
|
||||
// src/tfjs/humangl.ts
|
||||
var config2 = {
|
||||
name: "humangl",
|
||||
priority: 999,
|
||||
canvas: null,
|
||||
gl: null,
|
||||
extensions: [],
|
||||
webGLattr: {
|
||||
alpha: false,
|
||||
antialias: false,
|
||||
premultipliedAlpha: false,
|
||||
preserveDrawingBuffer: false,
|
||||
depth: false,
|
||||
stencil: false,
|
||||
failIfMajorPerformanceCaveat: false,
|
||||
desynchronized: true
|
||||
}
|
||||
};
|
||||
function extensions() {
|
||||
const gl = config2.gl;
|
||||
if (!gl)
|
||||
return;
|
||||
config2.extensions = gl.getSupportedExtensions();
|
||||
}
|
||||
async function register(instance) {
|
||||
var _a;
|
||||
if (instance.config.backend !== "humangl")
|
||||
return;
|
||||
if (config2.name in engine().registry && (!config2.gl || !config2.gl.getParameter(config2.gl.VERSION))) {
|
||||
log("error: humangl backend invalid context");
|
||||
reset(instance);
|
||||
}
|
||||
if (!findBackend(config2.name)) {
|
||||
try {
|
||||
config2.canvas = await canvas(100, 100);
|
||||
} catch (err) {
|
||||
log("error: cannot create canvas:", err);
|
||||
return;
|
||||
}
|
||||
try {
|
||||
config2.gl = (_a = config2.canvas) == null ? void 0 : _a.getContext("webgl2", config2.webGLattr);
|
||||
if (config2.canvas) {
|
||||
config2.canvas.addEventListener("webglcontextlost", async (e) => {
|
||||
log("error: humangl:", e.type);
|
||||
log("possible browser memory leak using webgl");
|
||||
instance.emit("error");
|
||||
throw new Error("browser webgl error");
|
||||
});
|
||||
config2.canvas.addEventListener("webglcontextrestored", (e) => {
|
||||
log("error: humangl context restored:", e);
|
||||
});
|
||||
config2.canvas.addEventListener("webglcontextcreationerror", (e) => {
|
||||
log("error: humangl context create:", e);
|
||||
});
|
||||
}
|
||||
} catch (err) {
|
||||
log("error: cannot get WebGL context:", err);
|
||||
return;
|
||||
}
|
||||
try {
|
||||
setWebGLContext(2, config2.gl);
|
||||
} catch (err) {
|
||||
log("error: cannot set WebGL context:", err);
|
||||
return;
|
||||
}
|
||||
const current = backend().getGPGPUContext ? backend().getGPGPUContext().gl : null;
|
||||
if (current) {
|
||||
log(`humangl webgl version:${current.getParameter(current.VERSION)} renderer:${current.getParameter(current.RENDERER)}`);
|
||||
} else {
|
||||
log("error: no current gl context:", current, config2.gl);
|
||||
return;
|
||||
}
|
||||
try {
|
||||
const ctx = new GPGPUContext(config2.gl);
|
||||
registerBackend(config2.name, () => new MathBackendWebGL(ctx), config2.priority);
|
||||
} catch (err) {
|
||||
log("error: cannot register WebGL backend:", err);
|
||||
return;
|
||||
}
|
||||
try {
|
||||
const kernels = getKernelsForBackend("webgl");
|
||||
kernels.forEach((kernelConfig) => {
|
||||
const newKernelConfig = { ...kernelConfig, backendName: config2.name };
|
||||
registerKernel(newKernelConfig);
|
||||
});
|
||||
} catch (err) {
|
||||
log("error: cannot update WebGL backend registration:", err);
|
||||
return;
|
||||
}
|
||||
try {
|
||||
ENV.set("WEBGL_VERSION", 2);
|
||||
} catch (err) {
|
||||
log("error: cannot set WebGL backend flags:", err);
|
||||
return;
|
||||
}
|
||||
extensions();
|
||||
log("backend registered:", config2.name);
|
||||
}
|
||||
}
|
||||
|
||||
// src/tfjs/backend.ts
|
||||
async function check(instance, force = false) {
|
||||
instance.state = "backend";
|
||||
if (force || env2.initial || instance.config.backend && instance.config.backend.length > 0 && getBackend() !== instance.config.backend) {
|
||||
const timeStamp = now();
|
||||
if (instance.config.backend && instance.config.backend.length > 0) {
|
||||
if (typeof window === "undefined" && typeof WorkerGlobalScope !== "undefined" && instance.config.debug) {
|
||||
if (instance.config.debug)
|
||||
log("running inside web worker");
|
||||
}
|
||||
if (env2.browser && instance.config.backend === "tensorflow") {
|
||||
if (instance.config.debug)
|
||||
log("override: backend set to tensorflow while running in browser");
|
||||
instance.config.backend = "humangl";
|
||||
}
|
||||
if (env2.node && (instance.config.backend === "webgl" || instance.config.backend === "humangl")) {
|
||||
if (instance.config.debug)
|
||||
log(`override: backend set to ${instance.config.backend} while running in nodejs`);
|
||||
instance.config.backend = "tensorflow";
|
||||
}
|
||||
if (env2.browser && instance.config.backend === "webgpu") {
|
||||
if (typeof navigator === "undefined" || typeof navigator["gpu"] === "undefined") {
|
||||
log("override: backend set to webgpu but browser does not support webgpu");
|
||||
instance.config.backend = "humangl";
|
||||
} else {
|
||||
const adapter = await navigator["gpu"].requestAdapter();
|
||||
if (instance.config.debug)
|
||||
log("enumerated webgpu adapter:", adapter);
|
||||
}
|
||||
}
|
||||
if (instance.config.backend === "humangl")
|
||||
await register(instance);
|
||||
const available = Object.keys(engine().registryFactory);
|
||||
if (instance.config.debug)
|
||||
log("available backends:", available);
|
||||
if (!available.includes(instance.config.backend)) {
|
||||
log(`error: backend ${instance.config.backend} not found in registry`);
|
||||
instance.config.backend = env2.node ? "tensorflow" : "humangl";
|
||||
if (instance.config.debug)
|
||||
log(`override: setting backend ${instance.config.backend}`);
|
||||
}
|
||||
if (instance.config.debug)
|
||||
log("setting backend:", instance.config.backend);
|
||||
if (instance.config.backend === "wasm") {
|
||||
if (instance.config.debug)
|
||||
log("wasm path:", instance.config.wasmPath);
|
||||
if (typeof (tfjs_esm_exports == null ? void 0 : tfjs_esm_exports.setWasmPaths) !== "undefined")
|
||||
await setWasmPaths(instance.config.wasmPath);
|
||||
else
|
||||
throw new Error("wasm backend is not loaded");
|
||||
const simd = await env().getAsync("WASM_HAS_SIMD_SUPPORT");
|
||||
const mt = await env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");
|
||||
if (instance.config.debug)
|
||||
log(`wasm execution: ${simd ? "SIMD" : "no SIMD"} ${mt ? "multithreaded" : "singlethreaded"}`);
|
||||
if (instance.config.debug && !simd)
|
||||
log("warning: wasm simd support is not enabled");
|
||||
}
|
||||
try {
|
||||
await setBackend(instance.config.backend);
|
||||
await ready();
|
||||
} catch (err) {
|
||||
log("error: cannot set backend:", instance.config.backend, err);
|
||||
return false;
|
||||
}
|
||||
}
|
||||
if (getBackend() === "humangl") {
|
||||
ENV.set("CHECK_COMPUTATION_FOR_ERRORS", false);
|
||||
ENV.set("WEBGL_CPU_FORWARD", true);
|
||||
ENV.set("WEBGL_PACK_DEPTHWISECONV", false);
|
||||
ENV.set("WEBGL_USE_SHAPES_UNIFORMS", true);
|
||||
if (typeof instance.config["deallocate"] !== "undefined" && instance.config["deallocate"]) {
|
||||
log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
|
||||
ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);
|
||||
}
|
||||
const gl = await backend().getGPGPUContext().gl;
|
||||
if (instance.config.debug)
|
||||
log(`gl version:${gl.getParameter(gl.VERSION)} renderer:${gl.getParameter(gl.RENDERER)}`);
|
||||
}
|
||||
enableProdMode();
|
||||
await ready();
|
||||
instance.performance.backend = Math.trunc(now() - timeStamp);
|
||||
instance.config.backend = getBackend();
|
||||
get3();
|
||||
instance.env = env2;
|
||||
}
|
||||
return true;
|
||||
}
|
||||
|
||||
// package.json
|
||||
var version6 = "2.2.2";
|
||||
|
||||
|
|
@ -72536,23 +72581,7 @@ var Human = class {
|
|||
__privateSet(this, _checkSanity, false);
|
||||
this.performance = { backend: 0, load: 0, image: 0, frames: 0, cached: 0, changed: 0, total: 0, draw: 0 };
|
||||
this.events = new EventTarget();
|
||||
this.models = {
|
||||
face: null,
|
||||
handpose: null,
|
||||
handtrack: null,
|
||||
posenet: null,
|
||||
blazepose: null,
|
||||
efficientpose: null,
|
||||
movenet: null,
|
||||
age: null,
|
||||
gender: null,
|
||||
emotion: null,
|
||||
embedding: null,
|
||||
nanodet: null,
|
||||
centernet: null,
|
||||
faceres: null,
|
||||
segmentation: null
|
||||
};
|
||||
this.models = new Models();
|
||||
this.draw = {
|
||||
options: options2,
|
||||
canvas: (input2, output) => canvas2(input2, output),
|
||||
|
|
@ -72591,7 +72620,7 @@ var Human = class {
|
|||
async load(userConfig) {
|
||||
this.state = "load";
|
||||
const timeStamp = now();
|
||||
const count3 = Object.values(this.models).filter((model11) => model11).length;
|
||||
const count3 = Object.values(this.models).filter((model12) => model12).length;
|
||||
if (userConfig)
|
||||
this.config = mergeDeep(this.config, userConfig);
|
||||
if (env2.initial) {
|
||||
|
|
@ -72613,7 +72642,7 @@ var Human = class {
|
|||
if (env2.initial && this.config.debug)
|
||||
log("tf engine state:", this.tf.engine().state.numBytes, "bytes", this.tf.engine().state.numTensors, "tensors");
|
||||
env2.initial = false;
|
||||
const loaded = Object.values(this.models).filter((model11) => model11).length;
|
||||
const loaded = Object.values(this.models).filter((model12) => model12).length;
|
||||
if (loaded !== count3) {
|
||||
await validate2(this);
|
||||
this.emit("load");
|
||||
|
|
@ -72794,6 +72823,7 @@ _checkSanity = new WeakMap();
|
|||
_sanity = new WeakMap();
|
||||
export {
|
||||
Human,
|
||||
Models,
|
||||
Human as default,
|
||||
config as defaults,
|
||||
env2 as env
|
||||
|
|
|
|||
File diff suppressed because one or more lines are too long
File diff suppressed because one or more lines are too long
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
|
|
@ -58,7 +58,7 @@ export async function predict(input: Tensor, config: Config): Promise<FaceResult
|
|||
return results;
|
||||
}
|
||||
|
||||
export async function load(config): Promise<[unknown, GraphModel | null, GraphModel | null]> {
|
||||
export async function load(config): Promise<[GraphModel | null, GraphModel | null, GraphModel | null]> {
|
||||
if (env.initial) faceModels = [null, null, null];
|
||||
if ((!faceModels[0] && config.face.enabled) || (!faceModels[1] && config.face.mesh.enabled) || (!faceModels[2] && config.face.iris.enabled) || env.initial) {
|
||||
faceModels = await Promise.all([
|
||||
|
|
@ -80,7 +80,7 @@ export async function load(config): Promise<[unknown, GraphModel | null, GraphMo
|
|||
if (faceModels[2]) log('cached model:', faceModels[2]['modelUrl']);
|
||||
}
|
||||
facePipeline = new facepipeline.Pipeline(faceModels[0], faceModels[1], faceModels[2]);
|
||||
return faceModels;
|
||||
return [faceModels[0]?.model || null, faceModels[1], faceModels[2]];
|
||||
}
|
||||
|
||||
export const triangulation = coords.TRI468;
|
||||
|
|
|
|||
|
|
@ -5,6 +5,7 @@ import * as coords from './coords';
|
|||
import type { Tensor, GraphModel } from '../tfjs/types';
|
||||
import type { BlazeFaceModel } from './blazeface';
|
||||
import { env } from '../env';
|
||||
import { log } from '../helpers';
|
||||
|
||||
const leftOutline = coords.MESH_ANNOTATIONS['leftEyeLower0'];
|
||||
const rightOutline = coords.MESH_ANNOTATIONS['rightEyeLower0'];
|
||||
|
|
@ -172,7 +173,11 @@ export class Pipeline {
|
|||
return [angle, rotationMatrix, face];
|
||||
}
|
||||
|
||||
async augmentIris(rawCoords, face) {
|
||||
async augmentIris(rawCoords, face, config) {
|
||||
if (!this.irisModel) {
|
||||
if (config.debug) log('face mesh detection requested, but model is not loaded');
|
||||
return rawCoords;
|
||||
}
|
||||
const { box: leftEyeBox, boxSize: leftEyeBoxSize, crop: leftEyeCrop } = this.getEyeBox(rawCoords, face, eyeLandmarks.leftBounds[0], eyeLandmarks.leftBounds[1], true);
|
||||
const { box: rightEyeBox, boxSize: rightEyeBoxSize, crop: rightEyeCrop } = this.getEyeBox(rawCoords, face, eyeLandmarks.rightBounds[0], eyeLandmarks.rightBounds[1]);
|
||||
const combined = tf.concat([leftEyeCrop, rightEyeCrop]);
|
||||
|
|
@ -280,6 +285,8 @@ export class Pipeline {
|
|||
confidence: box.confidence,
|
||||
image: face,
|
||||
});
|
||||
} else if (!this.meshDetector) {
|
||||
if (config.debug) log('face mesh detection requested, but model is not loaded');
|
||||
} else {
|
||||
const [contours, confidence, contourCoords] = this.meshDetector.execute(face) as Array<Tensor>; // The first returned tensor represents facial contours which are already included in the coordinates.
|
||||
tf.dispose(contours);
|
||||
|
|
@ -295,7 +302,7 @@ export class Pipeline {
|
|||
box.confidence = faceConfidence; // reset confidence of cached box
|
||||
tf.dispose(face);
|
||||
} else {
|
||||
if (config.face.iris.enabled) rawCoords = await this.augmentIris(rawCoords, face);
|
||||
if (config.face.iris.enabled) rawCoords = await this.augmentIris(rawCoords, face, config);
|
||||
|
||||
// override box from detection with one calculated from mesh
|
||||
const mesh = this.transformRawCoords(rawCoords, box, angle, rotationMatrix);
|
||||
|
|
|
|||
|
|
@ -226,10 +226,11 @@ export const detectFace = async (parent /* instance of human */, input: Tensor):
|
|||
delete faces[i].annotations.leftEyeIris;
|
||||
delete faces[i].annotations.rightEyeIris;
|
||||
}
|
||||
const irisSize = (faces[i].annotations?.leftEyeIris && faces[i].annotations?.rightEyeIris)
|
||||
/* note: average human iris size is 11.7mm */
|
||||
const irisSize = (faces[i].annotations && faces[i].annotations.leftEyeIris && faces[i].annotations.rightEyeIris
|
||||
&& (faces[i].annotations.leftEyeIris.length > 0) && (faces[i].annotations.rightEyeIris.length > 0)
|
||||
&& (faces[i].annotations.leftEyeIris[0] !== null) && (faces[i].annotations.rightEyeIris[0] !== null))
|
||||
? Math.max(Math.abs(faces[i].annotations.leftEyeIris[3][0] - faces[i].annotations.leftEyeIris[1][0]), Math.abs(faces[i].annotations.rightEyeIris[4][1] - faces[i].annotations.rightEyeIris[2][1])) / input.shape[2]
|
||||
: 0;
|
||||
: 0; // note: average human iris size is 11.7mm
|
||||
|
||||
// optionally return tensor
|
||||
const tensor = parent.config.face.detector.return ? tf.squeeze(faces[i].tensor) : null;
|
||||
|
|
|
|||
|
|
@ -9,9 +9,11 @@ import type { GraphModel, Tensor } from '../tfjs/types';
|
|||
import type { Config } from '../config';
|
||||
import { env } from '../env';
|
||||
import * as fingerPose from '../fingerpose/fingerpose';
|
||||
import { fakeOps } from '../tfjs/backend';
|
||||
|
||||
const models: [GraphModel | null, GraphModel | null] = [null, null];
|
||||
const modelOutputNodes = ['StatefulPartitionedCall/Postprocessor/Slice', 'StatefulPartitionedCall/Postprocessor/ExpandDims_1'];
|
||||
|
||||
const inputSize = [[0, 0], [0, 0]];
|
||||
|
||||
const classes = [
|
||||
|
|
@ -55,12 +57,12 @@ const fingerMap = {
|
|||
palm: [0],
|
||||
};
|
||||
|
||||
export async function load(config: Config): Promise<[GraphModel, GraphModel]> {
|
||||
if (env.initial) {
|
||||
models[0] = null;
|
||||
models[1] = null;
|
||||
}
|
||||
export async function loadDetect(config: Config): Promise<GraphModel> {
|
||||
if (env.initial) models[0] = null;
|
||||
if (!models[0]) {
|
||||
// handtrack model has some kernel ops defined in model but those are never referenced and non-existent in tfjs
|
||||
// ideally need to prune the model itself
|
||||
fakeOps(['tensorlistreserve', 'enter', 'tensorlistfromtensor', 'merge', 'loopcond', 'switch', 'exit', 'tensorliststack', 'nextiteration', 'tensorlistsetitem', 'tensorlistgetitem', 'reciprocal', 'shape', 'split', 'where'], config);
|
||||
models[0] = await tf.loadGraphModel(join(config.modelBasePath, config.hand.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;
|
||||
|
|
@ -68,6 +70,11 @@ export async function load(config: Config): Promise<[GraphModel, GraphModel]> {
|
|||
if (!models[0] || !models[0]['modelUrl']) log('load model failed:', config.object.modelPath);
|
||||
else if (config.debug) log('load model:', models[0]['modelUrl']);
|
||||
} else if (config.debug) log('cached model:', models[0]['modelUrl']);
|
||||
return models[0];
|
||||
}
|
||||
|
||||
export async function loadSkeleton(config: Config): Promise<GraphModel> {
|
||||
if (env.initial) models[1] = null;
|
||||
if (!models[1]) {
|
||||
models[1] = await tf.loadGraphModel(join(config.modelBasePath, config.hand.skeleton?.modelPath || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(models[1].modelSignature['inputs']);
|
||||
|
|
@ -76,7 +83,13 @@ export async function load(config: Config): Promise<[GraphModel, GraphModel]> {
|
|||
if (!models[1] || !models[1]['modelUrl']) log('load model failed:', config.object.modelPath);
|
||||
else if (config.debug) log('load model:', models[1]['modelUrl']);
|
||||
} else if (config.debug) log('cached model:', models[1]['modelUrl']);
|
||||
return models as [GraphModel, GraphModel];
|
||||
return models[1];
|
||||
}
|
||||
|
||||
export async function load(config: Config): Promise<[GraphModel | null, GraphModel | null]> {
|
||||
if (!models[0]) await loadDetect(config);
|
||||
if (!models[1]) await loadSkeleton(config);
|
||||
return models;
|
||||
}
|
||||
|
||||
async function detectHands(input: Tensor, config: Config): Promise<HandDetectResult[]> {
|
||||
|
|
@ -217,4 +230,20 @@ export async function predict(input: Tensor, config: Config): Promise<HandResult
|
|||
- TFJS Port: <https://github.com/victordibia/handtrack.js/>
|
||||
- Original: <https://github.com/victordibia/handtracking>
|
||||
- Writeup: <https://medium.com/@victor.dibia/how-to-build-a-real-time-hand-detector-using-neural-networks-ssd-on-tensorflow-d6bac0e4b2ce>
|
||||
- Convert:
|
||||
tensorflowjs_converter --input_format=tf_frozen_model --output_format=tfjs_graph_model \
|
||||
--output_node_names='num_detections,detection_boxes,detection_scores,detection_classes' --saved_model_tags=serve --quantize_uint8=* \
|
||||
--strip_debug_ops=* --weight_shard_size_bytes=10000000000 --control_flow_v2=true frozen_inference_graph.pb graph
|
||||
|
||||
webmodel/efficientdet512d0/base/model.json
|
||||
webmodel/centernet512fpn/base/model.json
|
||||
https://github.com/victordibia/handtrack.js/commit/70d5d9c98e69688414cddaad044bd8730bc982d1#diff-c40e819be4ec1dc29f26913f5cdeb05202261b3a1725ab259cb235ea0f0fc5d6
|
||||
|
||||
git rev-list HEAD -- webmodel/*
|
||||
9ba7220fb31e9168aa248500cc70800566f4c719
|
||||
70d5d9c98e69688414cddaad044bd8730bc982d1
|
||||
|
||||
git checkout 9ba7220fb31e9168aa248500cc70800566f4c719^ -- webmodel
|
||||
git checkout 70d5d9c98e69688414cddaad044bd8730bc982d1^ -- webmodel
|
||||
|
||||
*/
|
||||
|
|
|
|||
39
src/human.ts
39
src/human.ts
|
|
@ -29,7 +29,7 @@ import * as backend from './tfjs/backend';
|
|||
import * as humangl from './tfjs/humangl';
|
||||
import * as app from '../package.json';
|
||||
import * as warmups from './warmup';
|
||||
import type { Tensor, GraphModel } from './tfjs/types';
|
||||
import type { Tensor } from './tfjs/types';
|
||||
import type { DrawOptions } from './draw';
|
||||
|
||||
// export types
|
||||
|
|
@ -37,6 +37,7 @@ export * from './config';
|
|||
export * from './result';
|
||||
export type { DrawOptions } from './draw';
|
||||
export { env, Env } from './env';
|
||||
export { Models } from './models';
|
||||
|
||||
/** Defines all possible input types for **Human** detection
|
||||
* @typedef Input Type
|
||||
|
|
@ -119,23 +120,7 @@ export class Human {
|
|||
/** Currently loaded models
|
||||
* @internal
|
||||
*/
|
||||
models: {
|
||||
face: [unknown, GraphModel | null, GraphModel | null] | null,
|
||||
posenet: GraphModel | null,
|
||||
blazepose: GraphModel | null,
|
||||
efficientpose: GraphModel | null,
|
||||
movenet: GraphModel | null,
|
||||
handpose: [GraphModel | null, GraphModel | null] | null,
|
||||
handtrack: [GraphModel | null, GraphModel | null] | null,
|
||||
age: GraphModel | null,
|
||||
gender: GraphModel | null,
|
||||
emotion: GraphModel | null,
|
||||
embedding: GraphModel | null,
|
||||
nanodet: GraphModel | null,
|
||||
centernet: GraphModel | null,
|
||||
faceres: GraphModel | null,
|
||||
segmentation: GraphModel | null,
|
||||
};
|
||||
models: models.Models;
|
||||
|
||||
/** Container for events dispatched by Human
|
||||
*
|
||||
|
|
@ -187,23 +172,7 @@ export class Human {
|
|||
this.performance = { backend: 0, load: 0, image: 0, frames: 0, cached: 0, changed: 0, total: 0, draw: 0 };
|
||||
this.events = new EventTarget();
|
||||
// object that contains all initialized models
|
||||
this.models = {
|
||||
face: null, // array of models
|
||||
handpose: null, // array of models
|
||||
handtrack: null, // array of models
|
||||
posenet: null,
|
||||
blazepose: null,
|
||||
efficientpose: null,
|
||||
movenet: null,
|
||||
age: null,
|
||||
gender: null,
|
||||
emotion: null,
|
||||
embedding: null,
|
||||
nanodet: null,
|
||||
centernet: null,
|
||||
faceres: null,
|
||||
segmentation: null,
|
||||
};
|
||||
this.models = new models.Models();
|
||||
// reexport draw methods
|
||||
this.draw = {
|
||||
options: draw.options as DrawOptions,
|
||||
|
|
|
|||
123
src/models.ts
123
src/models.ts
|
|
@ -12,77 +12,72 @@ import * as movenet from './movenet/movenet';
|
|||
import * as nanodet from './object/nanodet';
|
||||
import * as centernet from './object/centernet';
|
||||
import * as segmentation from './segmentation/segmentation';
|
||||
import type { Human } from './human';
|
||||
import { env } from './env';
|
||||
// import * as agegenderrace from './gear/agegenderrace';
|
||||
import * as agegenderrace from './gear/agegenderrace';
|
||||
|
||||
export function reset(instance) {
|
||||
/** Instances of all possible TFJS Graph Models used by Human
|
||||
* - loaded as needed based on configuration
|
||||
* - initialized explictly with `human.load()` method
|
||||
* - initialized implicity on first call to `human.detect()`
|
||||
* - each model can be `null` if not loaded, instance of `GraphModel` if loaded or `Promise` if loading
|
||||
*/
|
||||
export class Models {
|
||||
age: null | GraphModel | Promise<GraphModel> = null;
|
||||
agegenderrace: null | GraphModel | Promise<GraphModel> = null;
|
||||
blazepose: null | GraphModel | Promise<GraphModel> = null;
|
||||
centernet: null | GraphModel | Promise<GraphModel> = null;
|
||||
efficientpose: null | GraphModel | Promise<GraphModel> = null;
|
||||
embedding: null | GraphModel | Promise<GraphModel> = null;
|
||||
emotion: null | GraphModel | Promise<GraphModel> = null;
|
||||
facedetect: null | GraphModel | Promise<GraphModel> = null;
|
||||
faceiris: null | GraphModel | Promise<GraphModel> = null;
|
||||
facemesh: null | GraphModel | Promise<GraphModel> = null;
|
||||
faceres: null | GraphModel | Promise<GraphModel> = null;
|
||||
gender: null | GraphModel | Promise<GraphModel> = null;
|
||||
handpose: null | GraphModel | Promise<GraphModel> = null;
|
||||
handskeleton: null | GraphModel | Promise<GraphModel> = null;
|
||||
handtrack: null | GraphModel | Promise<GraphModel> = null;
|
||||
movenet: null | GraphModel | Promise<GraphModel> = null;
|
||||
nanodet: null | GraphModel | Promise<GraphModel> = null;
|
||||
posenet: null | GraphModel | Promise<GraphModel> = null;
|
||||
segmentation: null | GraphModel | Promise<GraphModel> = null;
|
||||
}
|
||||
|
||||
export function reset(instance: Human) {
|
||||
// if (instance.config.debug) log('resetting loaded models');
|
||||
instance.models = {
|
||||
face: null, // array of models
|
||||
handpose: null, // array of models
|
||||
handtrack: null, // array of models
|
||||
posenet: null,
|
||||
blazepose: null,
|
||||
efficientpose: null,
|
||||
movenet: null,
|
||||
age: null,
|
||||
gender: null,
|
||||
emotion: null,
|
||||
embedding: null,
|
||||
nanodet: null,
|
||||
centernet: null,
|
||||
faceres: null,
|
||||
segmentation: null,
|
||||
};
|
||||
for (const model of Object.keys(instance.models)) instance.models[model] = null;
|
||||
}
|
||||
|
||||
/** Load method preloads all instance.configured models on-demand */
|
||||
export async function load(instance) {
|
||||
export async function load(instance: Human) {
|
||||
if (env.initial) reset(instance);
|
||||
if (instance.config.async) { // load models concurrently
|
||||
[
|
||||
instance.models.face,
|
||||
instance.models.emotion,
|
||||
instance.models.handpose,
|
||||
instance.models.handtrack,
|
||||
instance.models.posenet,
|
||||
instance.models.blazepose,
|
||||
instance.models.efficientpose,
|
||||
instance.models.movenet,
|
||||
instance.models.nanodet,
|
||||
instance.models.centernet,
|
||||
instance.models.faceres,
|
||||
instance.models.segmentation,
|
||||
// instance.models.agegenderrace,
|
||||
] = await Promise.all([
|
||||
instance.models.face || (instance.config.face.enabled ? facemesh.load(instance.config) : null),
|
||||
instance.models.emotion || ((instance.config.face.enabled && instance.config.face.emotion.enabled) ? emotion.load(instance.config) : null),
|
||||
instance.models.handpose || (instance.config.hand.enabled && instance.config.hand.detector.modelPath.includes('handdetect') ? handpose.load(instance.config) : null),
|
||||
instance.models.handtrack || (instance.config.hand.enabled && instance.config.hand.detector.modelPath.includes('handtrack') ? handtrack.load(instance.config) : null),
|
||||
instance.models.posenet || (instance.config.body.enabled && instance.config.body.modelPath.includes('posenet') ? posenet.load(instance.config) : null),
|
||||
instance.models.blazepose || (instance.config.body.enabled && instance.config.body.modelPath.includes('blazepose') ? blazepose.load(instance.config) : null),
|
||||
instance.models.efficientpose || (instance.config.body.enabled && instance.config.body.modelPath.includes('efficientpose') ? efficientpose.load(instance.config) : null),
|
||||
instance.models.movenet || (instance.config.body.enabled && instance.config.body.modelPath.includes('movenet') ? movenet.load(instance.config) : null),
|
||||
instance.models.nanodet || (instance.config.object.enabled && instance.config.object.modelPath.includes('nanodet') ? nanodet.load(instance.config) : null),
|
||||
instance.models.centernet || (instance.config.object.enabled && instance.config.object.modelPath.includes('centernet') ? centernet.load(instance.config) : null),
|
||||
instance.models.faceres || ((instance.config.face.enabled && instance.config.face.description.enabled) ? faceres.load(instance.config) : null),
|
||||
instance.models.segmentation || (instance.config.segmentation.enabled ? segmentation.load(instance.config) : null),
|
||||
// instance.models.agegenderrace || ((instance.config.face.enabled && instance.config.face.agegenderrace.enabled) ? agegenderrace.load(instance.config) : null),
|
||||
]);
|
||||
} else { // load models sequentially
|
||||
if (instance.config.face.enabled && !instance.models.face) instance.models.face = await facemesh.load(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.emotion.enabled && !instance.models.emotion) instance.models.emotion = await emotion.load(instance.config);
|
||||
if (instance.config.hand.enabled && !instance.models.handpose && instance.config.hand.detector.modelPath.includes('handdetect')) instance.models.handpose = await handpose.load(instance.config);
|
||||
if (instance.config.hand.enabled && !instance.models.handtrack && instance.config.hand.detector.modelPath.includes('handtrack')) instance.models.handtrack = await handtrack.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.posenet && instance.config.body.modelPath.includes('posenet')) instance.models.posenet = await posenet.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.blazepose && instance.config.body.modelPath.includes('blazepose')) instance.models.blazepose = await blazepose.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && instance.config.body.modelPath.includes('efficientpose')) instance.models.efficientpose = await blazepose.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.movenet && instance.config.body.modelPath.includes('movenet')) instance.models.movenet = await movenet.load(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.nanodet && instance.config.object.modelPath.includes('nanodet')) instance.models.nanodet = await nanodet.load(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.centernet && instance.config.object.modelPath.includes('centernet')) instance.models.centernet = await centernet.load(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.description.enabled && !instance.models.faceres) instance.models.faceres = await faceres.load(instance.config);
|
||||
if (instance.config.segmentation.enabled && !instance.models.segmentation) instance.models.segmentation = await segmentation.load(instance.config);
|
||||
// if (instance.config.face.enabled && instance.config.face.agegenderrace.enabled && !instance.models.agegenderrace) instance.models.agegenderrace = await agegenderrace.load(instance.config);
|
||||
if (instance.config.face.enabled) { // face model is a combo that must be loaded as a whole
|
||||
if (!instance.models.facedetect) [instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await facemesh.load(instance.config);
|
||||
if (instance.config.face.mesh?.enabled && !instance.models.facemesh) [instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await facemesh.load(instance.config);
|
||||
if (instance.config.face.iris?.enabled && !instance.models.faceiris) [instance.models.facedetect, instance.models.facemesh, instance.models.faceiris] = await facemesh.load(instance.config);
|
||||
}
|
||||
if (instance.config.hand.enabled) { // handpose model is a combo that must be loaded as a whole
|
||||
if (!instance.models.handpose && instance.config.hand.detector?.modelPath?.includes('handdetect')) [instance.models.handpose, instance.models.handskeleton] = await handpose.load(instance.config);
|
||||
if (!instance.models.handskeleton && instance.config.hand.landmarks && instance.config.hand.detector?.modelPath?.includes('handdetect')) [instance.models.handpose, instance.models.handskeleton] = await handpose.load(instance.config);
|
||||
}
|
||||
if (instance.config.hand.enabled && !instance.models.handtrack && instance.config.hand.detector?.modelPath?.includes('handtrack')) instance.models.handtrack = handtrack.loadDetect(instance.config);
|
||||
if (instance.config.hand.enabled && instance.config.hand.landmarks && !instance.models.handskeleton && instance.config.hand.detector?.modelPath?.includes('handtrack')) instance.models.handskeleton = handtrack.loadSkeleton(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.posenet && instance.config.body?.modelPath?.includes('posenet')) instance.models.posenet = posenet.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && instance.config.body?.modelPath?.includes('efficientpose')) instance.models.efficientpose = efficientpose.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.blazepose && instance.config.body?.modelPath?.includes('blazepose')) instance.models.blazepose = blazepose.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.efficientpose && instance.config.body?.modelPath?.includes('efficientpose')) instance.models.efficientpose = blazepose.load(instance.config);
|
||||
if (instance.config.body.enabled && !instance.models.movenet && instance.config.body?.modelPath?.includes('movenet')) instance.models.movenet = movenet.load(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.nanodet && instance.config.object?.modelPath?.includes('nanodet')) instance.models.nanodet = nanodet.load(instance.config);
|
||||
if (instance.config.object.enabled && !instance.models.centernet && instance.config.object?.modelPath?.includes('centernet')) instance.models.centernet = centernet.load(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.emotion?.enabled && !instance.models.emotion) instance.models.emotion = emotion.load(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face.description?.enabled && !instance.models.faceres) instance.models.faceres = faceres.load(instance.config);
|
||||
if (instance.config.segmentation.enabled && !instance.models.segmentation) instance.models.segmentation = segmentation.load(instance.config);
|
||||
if (instance.config.face.enabled && instance.config.face['agegenderrace']?.enabled && !instance.models.agegenderrace) instance.models.agegenderrace = agegenderrace.load(instance.config);
|
||||
|
||||
// models are loaded in parallel asynchronously so lets wait until they are actually loaded
|
||||
for await (const model of Object.keys(instance.models)) {
|
||||
if (instance.models[model] && typeof instance.models[model] !== 'undefined') instance.models[model] = await instance.models[model];
|
||||
}
|
||||
}
|
||||
|
||||
|
|
|
|||
|
|
@ -9,6 +9,7 @@ import type { ObjectResult } from '../result';
|
|||
import type { GraphModel, Tensor } from '../tfjs/types';
|
||||
import type { Config } from '../config';
|
||||
import { env } from '../env';
|
||||
import { fakeOps } from '../tfjs/backend';
|
||||
|
||||
let model: GraphModel | null;
|
||||
let inputSize = 0;
|
||||
|
|
@ -18,6 +19,7 @@ let skipped = Number.MAX_SAFE_INTEGER;
|
|||
export async function load(config: Config): Promise<GraphModel> {
|
||||
if (env.initial) model = null;
|
||||
if (!model) {
|
||||
fakeOps(['floormod'], config);
|
||||
model = await tf.loadGraphModel(join(config.modelBasePath, config.object.modelPath || '')) as unknown as GraphModel;
|
||||
const inputs = Object.values(model.modelSignature['inputs']);
|
||||
inputSize = Array.isArray(inputs) ? parseInt(inputs[0].tensorShape.dim[2].size) : 0;
|
||||
|
|
|
|||
|
|
@ -96,3 +96,19 @@ export async function check(instance, force = false) {
|
|||
}
|
||||
return true;
|
||||
}
|
||||
|
||||
// register fake missing tfjs ops
|
||||
export function fakeOps(kernelNames: Array<string>, config) {
|
||||
// if (config.debug) log('registerKernel:', kernelNames);
|
||||
for (const kernelName of kernelNames) {
|
||||
const kernelConfig = {
|
||||
kernelName,
|
||||
backendName: config.backend,
|
||||
kernelFunc: () => { if (config.debug) log('kernelFunc', kernelName, config.backend); },
|
||||
// setupFunc: () => { if (config.debug) log('kernelFunc', kernelName, config.backend); },
|
||||
// disposeFunc: () => { if (config.debug) log('kernelFunc', kernelName, config.backend); },
|
||||
};
|
||||
tf.registerKernel(kernelConfig);
|
||||
}
|
||||
env.env.kernels = tf.getKernelsForBackend(tf.getBackend()).map((kernel) => kernel.kernelName.toLowerCase()); // re-scan registered ops
|
||||
}
|
||||
|
|
|
|||
|
|
@ -1,24 +1,24 @@
|
|||
2021-09-22 19:21:14 [36mINFO: [39m @vladmandic/human version 2.2.2
|
||||
2021-09-22 19:21:14 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.5.0
|
||||
2021-09-22 19:21:14 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.2.2"}
|
||||
2021-09-22 19:21:14 [36mINFO: [39m Environment: {"profile":"production","config":"build.json","tsconfig":true,"eslintrc":true,"git":true}
|
||||
2021-09-22 19:21:14 [36mINFO: [39m Toolchain: {"build":"0.5.3","esbuild":"0.13.0","typescript":"4.4.3","typedoc":"0.22.4","eslint":"7.32.0"}
|
||||
2021-09-22 19:21:14 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
|
||||
2021-09-22 19:21:14 [35mSTATE:[39m Clean: {"locations":["dist/*","types/*","typedoc/*"]}
|
||||
2021-09-22 19:21:14 [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}
|
||||
2021-09-22 19:21:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":51,"inputBytes":496083,"outputBytes":418081}
|
||||
2021-09-22 19:21:14 [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}
|
||||
2021-09-22 19:21:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":51,"inputBytes":496091,"outputBytes":418085}
|
||||
2021-09-22 19:21:14 [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}
|
||||
2021-09-22 19:21:14 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":51,"inputBytes":496158,"outputBytes":418157}
|
||||
2021-09-22 19:21:14 [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":1631}
|
||||
2021-09-22 19:21:14 [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":3088,"outputBytes":793}
|
||||
2021-09-22 19:21:14 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":51,"inputBytes":495601,"outputBytes":419606}
|
||||
2021-09-22 19:21:15 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2377041}
|
||||
2021-09-22 19:21:15 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":51,"inputBytes":2871849,"outputBytes":1415684}
|
||||
2021-09-22 19:21:15 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":51,"inputBytes":2871849,"outputBytes":2624079}
|
||||
2021-09-22 19:21:32 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types","files":96}
|
||||
2021-09-22 19:21:39 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":30,"generated":true}
|
||||
2021-09-22 19:22:06 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":84,"errors":0,"warnings":0}
|
||||
2021-09-22 19:22:07 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
|
||||
2021-09-22 19:22:07 [36mINFO: [39m Done...
|
||||
2021-09-23 14:08:34 [36mINFO: [39m @vladmandic/human version 2.2.2
|
||||
2021-09-23 14:08:34 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.5.0
|
||||
2021-09-23 14:08:34 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.2.2"}
|
||||
2021-09-23 14:08:34 [36mINFO: [39m Environment: {"profile":"production","config":"build.json","tsconfig":true,"eslintrc":true,"git":true}
|
||||
2021-09-23 14:08:34 [36mINFO: [39m Toolchain: {"build":"0.5.3","esbuild":"0.13.0","typescript":"4.4.3","typedoc":"0.22.4","eslint":"7.32.0"}
|
||||
2021-09-23 14:08:34 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Clean: {"locations":["dist/*","types/*","typedoc/*"]}
|
||||
2021-09-23 14:08:34 [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}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":52,"inputBytes":500970,"outputBytes":420615}
|
||||
2021-09-23 14:08:34 [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}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":52,"inputBytes":500978,"outputBytes":420619}
|
||||
2021-09-23 14:08:34 [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}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":52,"inputBytes":501045,"outputBytes":420691}
|
||||
2021-09-23 14:08:34 [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":1631}
|
||||
2021-09-23 14:08:34 [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":3088,"outputBytes":793}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":52,"inputBytes":500488,"outputBytes":422090}
|
||||
2021-09-23 14:08:34 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/bundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":8,"inputBytes":3088,"outputBytes":2377041}
|
||||
2021-09-23 14:08:35 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":52,"inputBytes":2876736,"outputBytes":1417147}
|
||||
2021-09-23 14:08:35 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":52,"inputBytes":2876736,"outputBytes":2626498}
|
||||
2021-09-23 14:08:51 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types","files":98}
|
||||
2021-09-23 14:08:57 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":31,"generated":true}
|
||||
2021-09-23 14:09:22 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":84,"errors":0,"warnings":0}
|
||||
2021-09-23 14:09:22 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
|
||||
2021-09-23 14:09:22 [36mINFO: [39m Done...
|
||||
|
|
|
|||
|
|
@ -3,7 +3,6 @@ const process = require('process');
|
|||
const canvasJS = require('canvas');
|
||||
|
||||
let fetch; // fetch is dynamically imported later
|
||||
let tensors = 0;
|
||||
let config;
|
||||
|
||||
const log = (status, ...data) => {
|
||||
|
|
@ -73,10 +72,9 @@ async function testInstance(human) {
|
|||
log('info', 'tfjs version:', human.tf.version.tfjs);
|
||||
|
||||
await human.load();
|
||||
tensors = human.tf.engine().state.numTensors;
|
||||
if (config.backend === human.tf.getBackend()) log('state', 'passed: set backend:', config.backend);
|
||||
else log('error', 'failed: set backend:', config.backend);
|
||||
log('state', 'tensors', tensors);
|
||||
log('state', 'tensors', human.tf.memory().numTensors);
|
||||
|
||||
if (human.models) {
|
||||
log('state', 'passed: load models');
|
||||
|
|
@ -107,9 +105,9 @@ async function testWarmup(human, title) {
|
|||
return warmup;
|
||||
}
|
||||
|
||||
async function testDetect(human, input, title) {
|
||||
async function testDetect(human, input, title, checkLeak = true) {
|
||||
await human.load(config);
|
||||
tensors = human.tf.engine().state.numTensors;
|
||||
const tensors = human.tf.engine().state.numTensors;
|
||||
const image = input ? await getImage(human, input) : human.tf.randomNormal([1, 1024, 1024, 3]);
|
||||
if (!image) {
|
||||
log('error', 'failed: detect: input is null');
|
||||
|
|
@ -130,6 +128,11 @@ async function testDetect(human, input, title) {
|
|||
} else {
|
||||
log('error', 'failed: detect', input || 'random', title);
|
||||
}
|
||||
// check tensor leaks
|
||||
if (checkLeak) {
|
||||
const leak = human.tf.engine().state.numTensors - tensors;
|
||||
if (leak !== 0) log('error', 'failed: memory leak', leak);
|
||||
}
|
||||
return detect;
|
||||
}
|
||||
const evt = { image: 0, detect: 0, warmup: 0 };
|
||||
|
|
@ -170,8 +173,8 @@ async function test(Human, inputConfig) {
|
|||
await human.load();
|
||||
const models = Object.keys(human.models).map((model) => ({ name: model, loaded: (human.models[model] !== null) }));
|
||||
const loaded = models.filter((model) => model.loaded);
|
||||
if (models.length === 15 && loaded.length === 7) log('state', 'passed: models loaded', models.length, loaded.length);
|
||||
else log('error', 'failed: models loaded', models.length, loaded.length);
|
||||
if (models.length === 19 && loaded.length === 10) log('state', 'passed: models loaded', models);
|
||||
else log('error', 'failed: models loaded', models);
|
||||
|
||||
// test warmup sequences
|
||||
await testInstance(human);
|
||||
|
|
@ -315,15 +318,15 @@ async function test(Human, inputConfig) {
|
|||
// test async multiple instances
|
||||
log('info', 'test: concurrent');
|
||||
await Promise.all([
|
||||
testDetect(human, 'samples/ai-face.jpg', 'default'),
|
||||
testDetect(first, 'samples/ai-face.jpg', 'default'),
|
||||
testDetect(second, 'samples/ai-face.jpg', 'default'),
|
||||
testDetect(human, 'samples/ai-body.jpg', 'default'),
|
||||
testDetect(first, 'samples/ai-body.jpg', 'default'),
|
||||
testDetect(second, 'samples/ai-body.jpg', 'default'),
|
||||
testDetect(human, 'samples/ai-upper.jpg', 'default'),
|
||||
testDetect(first, 'samples/ai-upper.jpg', 'default'),
|
||||
testDetect(second, 'samples/ai-upper.jpg', 'default'),
|
||||
testDetect(human, 'samples/ai-face.jpg', 'default', false),
|
||||
testDetect(first, 'samples/ai-face.jpg', 'default', false),
|
||||
testDetect(second, 'samples/ai-face.jpg', 'default', false),
|
||||
testDetect(human, 'samples/ai-body.jpg', 'default', false),
|
||||
testDetect(first, 'samples/ai-body.jpg', 'default', false),
|
||||
testDetect(second, 'samples/ai-body.jpg', 'default', false),
|
||||
testDetect(human, 'samples/ai-upper.jpg', 'default', false),
|
||||
testDetect(first, 'samples/ai-upper.jpg', 'default', false),
|
||||
testDetect(second, 'samples/ai-upper.jpg', 'default', false),
|
||||
]);
|
||||
|
||||
// test monkey-patch
|
||||
|
|
@ -346,11 +349,6 @@ async function test(Human, inputConfig) {
|
|||
// tests end
|
||||
const t1 = process.hrtime.bigint();
|
||||
|
||||
// check tensor leaks
|
||||
const leak = human.tf.engine().state.numTensors - tensors;
|
||||
if (leak === 0) log('state', 'passeed: no memory leak');
|
||||
else log('error', 'failed: memory leak', leak);
|
||||
|
||||
// check if all instances reported same
|
||||
const tensors1 = human.tf.engine().state.numTensors;
|
||||
const tensors2 = first.tf.engine().state.numTensors;
|
||||
|
|
@ -360,6 +358,7 @@ async function test(Human, inputConfig) {
|
|||
|
||||
// report end
|
||||
log('info', 'events:', evt);
|
||||
log('info', 'tensors', human.tf.memory().numTensors);
|
||||
log('info', 'test complete:', Math.trunc(Number(t1 - t0) / 1000 / 1000), 'ms');
|
||||
}
|
||||
|
||||
|
|
|
|||
1094
test/test.log
1094
test/test.log
File diff suppressed because it is too large
Load Diff
File diff suppressed because one or more lines are too long
|
|
@ -8,15 +8,15 @@
|
|||
</ul>
|
||||
</div><dl class="tsd-comment-tags"><dt>param userConfig:</dt><dd><p><a href="../interfaces/Config.html">Config</a></p>
|
||||
</dd><dt>returns</dt><dd><p>instance</p>
|
||||
</dd></dl></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Human</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>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="Human.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#config" class="tsd-kind-icon">config</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#draw" class="tsd-kind-icon">draw</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#env" class="tsd-kind-icon">env</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#events" class="tsd-kind-icon">events</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#faceTriangulation" class="tsd-kind-icon">face<wbr/>Triangulation</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#faceUVMap" class="tsd-kind-icon">faceUVMap</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#gl" class="tsd-kind-icon">gl</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#process" class="tsd-kind-icon">process</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#result" class="tsd-kind-icon">result</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#state" class="tsd-kind-icon">state</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#version" class="tsd-kind-icon">version</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#detect" class="tsd-kind-icon">detect</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#enhance" class="tsd-kind-icon">enhance</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#image" class="tsd-kind-icon">image</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#init" class="tsd-kind-icon">init</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#match" class="tsd-kind-icon">match</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#next" class="tsd-kind-icon">next</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#reset" class="tsd-kind-icon">reset</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#similarity" class="tsd-kind-icon">similarity</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#validate" class="tsd-kind-icon">validate</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#warmup" class="tsd-kind-icon">warmup</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a name="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Human<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="Human.html" class="tsd-signature-type" data-tsd-kind="Class">Human</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L170">human.ts:170</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</dd></dl></div></section><section class="tsd-panel tsd-hierarchy"><h3>Hierarchy</h3><ul class="tsd-hierarchy"><li><span class="target">Human</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>Constructors</h3><ul class="tsd-index-list"><li class="tsd-kind-constructor tsd-parent-kind-class"><a href="Human.html#constructor" class="tsd-kind-icon">constructor</a></li></ul></section><section class="tsd-index-section "><h3>Properties</h3><ul class="tsd-index-list"><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#config" class="tsd-kind-icon">config</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#draw" class="tsd-kind-icon">draw</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#env" class="tsd-kind-icon">env</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#events" class="tsd-kind-icon">events</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#faceTriangulation" class="tsd-kind-icon">face<wbr/>Triangulation</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#faceUVMap" class="tsd-kind-icon">faceUVMap</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#gl" class="tsd-kind-icon">gl</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#performance" class="tsd-kind-icon">performance</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#process" class="tsd-kind-icon">process</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#result" class="tsd-kind-icon">result</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#state" class="tsd-kind-icon">state</a></li><li class="tsd-kind-property tsd-parent-kind-class"><a href="Human.html#version" class="tsd-kind-icon">version</a></li></ul></section><section class="tsd-index-section "><h3>Methods</h3><ul class="tsd-index-list"><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#detect" class="tsd-kind-icon">detect</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#enhance" class="tsd-kind-icon">enhance</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#image" class="tsd-kind-icon">image</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#init" class="tsd-kind-icon">init</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#load" class="tsd-kind-icon">load</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#match" class="tsd-kind-icon">match</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#next" class="tsd-kind-icon">next</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#reset" class="tsd-kind-icon">reset</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#segmentation" class="tsd-kind-icon">segmentation</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#similarity" class="tsd-kind-icon">similarity</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#validate" class="tsd-kind-icon">validate</a></li><li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#warmup" class="tsd-kind-icon">warmup</a></li></ul></section></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Constructors</h2><section class="tsd-panel tsd-member tsd-kind-constructor tsd-parent-kind-class"><a name="constructor" class="tsd-anchor"></a><h3>constructor</h3><ul class="tsd-signatures tsd-kind-constructor tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">new <wbr/>Human<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="Human.html" class="tsd-signature-type" data-tsd-kind="Class">Human</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L155">human.ts:155</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Constructor for <strong>Human</strong> library that is futher used for all operations</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><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></h5></li></ul><h4 class="tsd-returns-title">Returns <a href="Human.html" class="tsd-signature-type" data-tsd-kind="Class">Human</a></h4><div><p>instance</p>
|
||||
</div></li></ul></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-class"><a name="config" class="tsd-anchor"></a><h3>config</h3><div class="tsd-signature tsd-kind-icon">config<span class="tsd-signature-symbol">:</span> <a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L84">human.ts:84</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></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-class"><a name="config" class="tsd-anchor"></a><h3>config</h3><div class="tsd-signature tsd-kind-icon">config<span class="tsd-signature-symbol">:</span> <a href="../interfaces/Config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L85">human.ts:85</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Current configuration</p>
|
||||
<ul>
|
||||
<li>Details: <a href="../interfaces/Config.html">Config</a></li>
|
||||
</ul>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="draw" class="tsd-anchor"></a><h3>draw</h3><div class="tsd-signature tsd-kind-icon">draw<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">; </span>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</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/human.ts#L117">human.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-class"><a name="draw" class="tsd-anchor"></a><h3>draw</h3><div class="tsd-signature tsd-kind-icon">draw<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">; </span>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">; </span>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</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/human.ts#L118">human.ts:118</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Draw helper classes that can draw detected objects on canvas using specified draw</p>
|
||||
<ul>
|
||||
<li>options: <a href="../interfaces/DrawOptions.html">DrawOptions</a> global settings for all draw operations, can be overriden for each draw method</li>
|
||||
|
|
@ -26,9 +26,9 @@
|
|||
<li>canvas: draw processed canvas which is a processed copy of the input</li>
|
||||
<li>all: meta-function that performs: canvas, face, body, hand</li>
|
||||
</ul>
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a></h5></li><li class="tsd-parameter"><h5>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="env" class="tsd-anchor"></a><h3>env</h3><div class="tsd-signature tsd-kind-icon">env<span class="tsd-signature-symbol">:</span> <a href="../index.html#Env" class="tsd-signature-type" data-tsd-kind="Type alias">Env</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L107">human.ts:107</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>object<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li><li class="tsd-parameter"><h5>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/DrawOptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a></h5></li><li class="tsd-parameter"><h5>person<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="env" class="tsd-anchor"></a><h3>env</h3><div class="tsd-signature tsd-kind-icon">env<span class="tsd-signature-symbol">:</span> <a href="../index.html#Env" class="tsd-signature-type" data-tsd-kind="Type alias">Env</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L108">human.ts:108</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Object containing environment information used for diagnostics</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="events" class="tsd-anchor"></a><h3>events</h3><div class="tsd-signature tsd-kind-icon">events<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">EventTarget</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L150">human.ts:150</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-class"><a name="events" class="tsd-anchor"></a><h3>events</h3><div class="tsd-signature tsd-kind-icon">events<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">EventTarget</span></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L135">human.ts:135</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Container for events dispatched by Human</p>
|
||||
</div><div><p>Possible events:</p>
|
||||
<ul>
|
||||
|
|
@ -39,30 +39,30 @@
|
|||
<li><code>warmup</code>: triggered when warmup is complete</li>
|
||||
<li><code>error</code>: triggered on some errors</li>
|
||||
</ul>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="faceTriangulation" class="tsd-anchor"></a><h3>face<wbr/>Triangulation</h3><div class="tsd-signature tsd-kind-icon">face<wbr/>Triangulation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</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/human.ts#L152">human.ts:152</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-class"><a name="faceTriangulation" class="tsd-anchor"></a><h3>face<wbr/>Triangulation</h3><div class="tsd-signature tsd-kind-icon">face<wbr/>Triangulation<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">number</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/human.ts#L137">human.ts:137</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Reference face triangualtion array of 468 points, used for triangle references between points</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="faceUVMap" class="tsd-anchor"></a><h3>faceUVMap</h3><div class="tsd-signature tsd-kind-icon">faceUVMap<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/human.ts#L154">human.ts:154</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-class"><a name="faceUVMap" class="tsd-anchor"></a><h3>faceUVMap</h3><div class="tsd-signature tsd-kind-icon">faceUVMap<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/human.ts#L139">human.ts:139</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Refernce UV map of 468 values, used for 3D mapping of the face mesh</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="gl" class="tsd-anchor"></a><h3>gl</h3><div class="tsd-signature tsd-kind-icon">gl<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</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">unknown</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/human.ts#L161">human.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-class"><a name="gl" class="tsd-anchor"></a><h3>gl</h3><div class="tsd-signature tsd-kind-icon">gl<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</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">unknown</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/human.ts#L146">human.ts:146</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>WebGL debug info</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="performance" class="tsd-anchor"></a><h3>performance</h3><div class="tsd-signature tsd-kind-icon">performance<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</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">number</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/human.ts#L156">human.ts:156</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-class"><a name="performance" class="tsd-anchor"></a><h3>performance</h3><div class="tsd-signature tsd-kind-icon">performance<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Record</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">number</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/human.ts#L141">human.ts:141</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Performance object that contains values for all recently performed operations</p>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="process" class="tsd-anchor"></a><h3>process</h3><div class="tsd-signature tsd-kind-icon">process<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</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/human.ts#L98">human.ts:98</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-class"><a name="process" class="tsd-anchor"></a><h3>process</h3><div class="tsd-signature tsd-kind-icon">process<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</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/human.ts#L99">human.ts:99</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>currenty processed image tensor and canvas</p>
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="result" class="tsd-anchor"></a><h3>result</h3><div class="tsd-signature tsd-kind-icon">result<span class="tsd-signature-symbol">:</span> <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L89">human.ts:89</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><div class="tsd-type-declaration"><h4>Type declaration</h4><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5></li></ul></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="result" class="tsd-anchor"></a><h3>result</h3><div class="tsd-signature tsd-kind-icon">result<span class="tsd-signature-symbol">:</span> <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></div><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L90">human.ts:90</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Last known result of detect run</p>
|
||||
<ul>
|
||||
<li>Can be accessed anytime after initial detection</li>
|
||||
</ul>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="state" class="tsd-anchor"></a><h3>state</h3><div class="tsd-signature tsd-kind-icon">state<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/human.ts#L95">human.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-class"><a name="state" class="tsd-anchor"></a><h3>state</h3><div class="tsd-signature tsd-kind-icon">state<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/human.ts#L96">human.ts:96</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Current state of Human library</p>
|
||||
<ul>
|
||||
<li>Can be polled to determine operations that are currently executed</li>
|
||||
<li>Progresses through: 'config', 'check', 'backend', 'load', 'run:<model>', 'idle'</li>
|
||||
</ul>
|
||||
</div></div></section><section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class"><a name="version" class="tsd-anchor"></a><h3>version</h3><div class="tsd-signature tsd-kind-icon">version<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/human.ts#L79">human.ts:79</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-class"><a name="version" class="tsd-anchor"></a><h3>version</h3><div class="tsd-signature tsd-kind-icon">version<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/human.ts#L80">human.ts:80</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Current version of Human library in <em>semver</em> format</p>
|
||||
</div></div></section></section><section class="tsd-panel-group tsd-member-group "><h2>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="detect" class="tsd-anchor"></a><h3>detect</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L410">human.ts:410</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>Methods</h2><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="detect" class="tsd-anchor"></a><h3>detect</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L379">human.ts:379</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Main detection method</p>
|
||||
<ul>
|
||||
<li>Analyze configuration: <a href="../interfaces/Config.html">Config</a></li>
|
||||
|
|
@ -71,12 +71,12 @@
|
|||
<li>Process and return result: <a href="../interfaces/Result.html">Result</a></li>
|
||||
</ul>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><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></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../index.html#Error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">></span></h4><div><p>result: <a href="../interfaces/Result.html">Result</a></p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="enhance" class="tsd-anchor"></a><h3>enhance</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">enhance<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L310">human.ts:310</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="enhance" class="tsd-anchor"></a><h3>enhance</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">enhance<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L279">human.ts:279</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Enhance method performs additional enhacements to face image previously detected for futher processing</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h4><div><p>Tensor</p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="image" class="tsd-anchor"></a><h3>image</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">image<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L272">human.ts:272</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="image" class="tsd-anchor"></a><h3>image</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">image<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L241">human.ts:241</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Process input as return canvas and tensor</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> }</span></h4><div></div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="init" class="tsd-anchor"></a><h3>init</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">init<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L333">human.ts:333</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span><span class="tsd-signature-symbol"> }</span></h4><div></div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></h5></li><li class="tsd-parameter"><h5>tensor<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="init" class="tsd-anchor"></a><h3>init</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">init<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L302">human.ts:302</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Explicit backend initialization</p>
|
||||
<ul>
|
||||
<li>Normally done implicitly during initial load phase</li>
|
||||
|
|
@ -84,22 +84,22 @@
|
|||
<li>Use when changing backend during runtime</li>
|
||||
</ul>
|
||||
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><div><p>Promise<void></p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="load" class="tsd-anchor"></a><h3>load</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">load<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L345">human.ts:345</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="load" class="tsd-anchor"></a><h3>load</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">load<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L314">human.ts:314</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Load method preloads all configured models on-demand</p>
|
||||
<ul>
|
||||
<li>Not explicitly required as any required model is load implicitly on it's first run</li>
|
||||
</ul>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><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></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">></span></h4><div><p>Promise<void></p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="match" class="tsd-anchor"></a><h3>match</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">match<span class="tsd-signature-symbol">(</span>faceEmbedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, db<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<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>, threshold<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-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L322">human.ts:322</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="match" class="tsd-anchor"></a><h3>match</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">match<span class="tsd-signature-symbol">(</span>faceEmbedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, db<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<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>, threshold<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-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L291">human.ts:291</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Math method find best match between provided face descriptor and predefined database of known descriptors</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>faceEmbedding: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5>db: <span class="tsd-signature-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>source<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></h5></li><li><h5>threshold: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> = 0</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>embedding<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>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></h4><div><p>best match</p>
|
||||
</div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li class="tsd-parameter"><h5>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li><li class="tsd-parameter"><h5>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5></li><li class="tsd-parameter"><h5>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="next" class="tsd-anchor"></a><h3>next</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">next<span class="tsd-signature-symbol">(</span>result<span class="tsd-signature-symbol">?: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L386">human.ts:386</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div><ul class="tsd-parameters"><li class="tsd-parameter"><h5>embedding<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li class="tsd-parameter"><h5>name<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li><li class="tsd-parameter"><h5>similarity<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span></h5></li><li class="tsd-parameter"><h5>source<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5></li></ul></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="next" class="tsd-anchor"></a><h3>next</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">next<span class="tsd-signature-symbol">(</span>result<span class="tsd-signature-symbol">?: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L355">human.ts:355</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Runs interpolation using last known result and returns smoothened result
|
||||
Interpolation is based on time since last known result so can be called independently</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>result: <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> = ...</span></h5></li></ul><h4 class="tsd-returns-title">Returns <a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a></h4><div><p>result: <a href="../interfaces/Result.html">Result</a></p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="reset" class="tsd-anchor"></a><h3>reset</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">reset<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L258">human.ts:258</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="reset" class="tsd-anchor"></a><h3>reset</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">reset<span class="tsd-signature-symbol">(</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L227">human.ts:227</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Reset configuration to default values</p>
|
||||
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-symbol">{ </span>alpha<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>data<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-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L300">human.ts:300</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="segmentation" class="tsd-anchor"></a><h3>segmentation</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-symbol">{ </span>alpha<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>data<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-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L269">human.ts:269</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Segmentation method takes any input and returns processed canvas with body segmentation</p>
|
||||
<ul>
|
||||
<li>Optional parameter background is used to fill the background with specific input</li>
|
||||
|
|
@ -111,16 +111,16 @@ Interpolation is based on time since last known result so can be called independ
|
|||
<li><code>canvas</code> as canvas which is input image filtered with segementation data and optionally merged with background image. canvas alpha values are set to segmentation values for easy merging</li>
|
||||
<li><code>alpha</code> as grayscale canvas that represents segmentation alpha values</li>
|
||||
</ul>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> background: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-symbol">{ </span>alpha<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>data<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-symbol">></span></h4><div></div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="similarity" class="tsd-anchor"></a><h3>similarity</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">similarity<span class="tsd-signature-symbol">(</span>embedding1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, embedding2<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-symbol">: </span><span class="tsd-signature-type">number</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L283">human.ts:283</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>input: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> background: <a href="../index.html#Input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-symbol">{ </span>alpha<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">; </span>data<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-symbol">></span></h4><div></div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="similarity" class="tsd-anchor"></a><h3>similarity</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">similarity<span class="tsd-signature-symbol">(</span>embedding1<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span>, embedding2<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-symbol">: </span><span class="tsd-signature-type">number</span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L252">human.ts:252</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings)</p>
|
||||
<ul>
|
||||
<li>Calculation is based on normalized Minkowski distance between two descriptors</li>
|
||||
<li>Default is Euclidean distance which is Minkowski distance of 2nd order</li>
|
||||
</ul>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5>embedding1: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li><li><h5>embedding2: <span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">[]</span></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4><div><p>similarity: number</p>
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="validate" class="tsd-anchor"></a><h3>validate</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">validate<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<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></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L265">human.ts:265</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="validate" class="tsd-anchor"></a><h3>validate</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">validate<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<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></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L234">human.ts:234</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Validate current configuration schema</p>
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><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></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<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></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="warmup" class="tsd-anchor"></a><h3>warmup</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L396">human.ts:396</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
</div></div><h4 class="tsd-parameters-title">Parameters</h4><ul class="tsd-parameters"><li><h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <span class="tsd-signature-type">Partial</span><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></h5></li></ul><h4 class="tsd-returns-title">Returns <span class="tsd-signature-symbol">{ </span>expected<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>reason<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>where<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></h4></li></ul></section><section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"><a name="warmup" class="tsd-anchor"></a><h3>warmup</h3><ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class"><li class="tsd-signature tsd-kind-icon">warmup<span class="tsd-signature-symbol">(</span>userConfig<span class="tsd-signature-symbol">?: </span><span class="tsd-signature-type">Partial</span><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><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../interfaces/Result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol">></span></li></ul><ul class="tsd-descriptions"><li class="tsd-description"><aside class="tsd-sources"><ul><li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/human.ts#L365">human.ts:365</a></li></ul></aside><div class="tsd-comment tsd-typography"><div class="lead">
|
||||
<p>Warmup method pre-initializes all configured models for faster inference</p>
|
||||
<ul>
|
||||
<li>can take significant time on startup</li>
|
||||
|
|
|
|||
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|
|
@ -5,7 +5,7 @@ import type { GraphModel, Tensor } from '../tfjs/types';
|
|||
import type { FaceResult } from '../result';
|
||||
import type { Config } from '../config';
|
||||
export declare function predict(input: Tensor, config: Config): Promise<FaceResult[]>;
|
||||
export declare function load(config: any): Promise<[unknown, GraphModel | null, GraphModel | null]>;
|
||||
export declare function load(config: any): Promise<[GraphModel | null, GraphModel | null, GraphModel | null]>;
|
||||
export declare const triangulation: number[];
|
||||
export declare const uvmap: number[][];
|
||||
//# sourceMappingURL=facemesh.d.ts.map
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"facemesh.d.ts","sourceRoot":"","sources":["../../../src/blazeface/facemesh.ts"],"names":[],"mappings":"AAAA;;GAEG;AAOH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAMxC,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAyClF;AAED,wBAAsB,IAAI,CAAC,MAAM,KAAA,GAAG,OAAO,CAAC,CAAC,OAAO,EAAE,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,CAAC,CAuB3F;AAED,eAAO,MAAM,aAAa,UAAgB,CAAC;AAC3C,eAAO,MAAM,KAAK,YAAe,CAAC"}
|
||||
{"version":3,"file":"facemesh.d.ts","sourceRoot":"","sources":["../../../src/blazeface/facemesh.ts"],"names":[],"mappings":"AAAA;;GAEG;AAOH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAMxC,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAyClF;AAED,wBAAsB,IAAI,CAAC,MAAM,KAAA,GAAG,OAAO,CAAC,CAAC,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,CAAC,CAuBrG;AAED,eAAO,MAAM,aAAa,UAAgB,CAAC;AAC3C,eAAO,MAAM,KAAK,YAAe,CAAC"}
|
||||
|
|
@ -35,7 +35,7 @@ export declare class Pipeline {
|
|||
};
|
||||
getAdjustedIrisCoords(rawCoords: any, irisCoords: any, direction: any): any;
|
||||
correctFaceRotation(config: any, box: any, input: any): any[];
|
||||
augmentIris(rawCoords: any, face: any): Promise<any>;
|
||||
augmentIris(rawCoords: any, face: any, config: any): Promise<any>;
|
||||
predict(input: any, config: any): Promise<{
|
||||
mesh: any;
|
||||
box: any;
|
||||
|
|
|
|||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"facepipeline.d.ts","sourceRoot":"","sources":["../../../src/blazeface/facepipeline.ts"],"names":[],"mappings":"AAIA,OAAO,KAAK,EAAU,UAAU,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,cAAc,EAAE,MAAM,aAAa,CAAC;AAoDlD,qBAAa,QAAQ;IACnB,WAAW,EAAE,KAAK,CAAC;QAAE,UAAU,EAAE,MAAM,EAAE,CAAC;QAAC,QAAQ,EAAE,MAAM,EAAE,CAAC;QAAC,SAAS,EAAE,KAAK,CAAC,MAAM,CAAC,CAAC;QAAC,UAAU,EAAE,MAAM,CAAC;QAAC,cAAc,CAAC,EAAE,MAAM,GAAG,SAAS,CAAA;KAAE,CAAC,CAAC;IACpJ,mBAAmB,EAAE,cAAc,CAAC;IACpC,YAAY,EAAE,UAAU,CAAC;IACzB,SAAS,EAAE,UAAU,CAAC;IACtB,OAAO,EAAE,MAAM,CAAC;IAChB,QAAQ,EAAE,MAAM,CAAC;IACjB,QAAQ,EAAE,MAAM,CAAC;IACjB,WAAW,EAAE,MAAM,CAAC;IACpB,OAAO,EAAE,MAAM,CAAC;IAChB,aAAa,EAAE,MAAM,CAAC;gBAEV,mBAAmB,KAAA,EAAE,YAAY,KAAA,EAAE,SAAS,KAAA;IAcxD,kBAAkB,CAAC,SAAS,KAAA,EAAE,GAAG,KAAA,EAAE,KAAK,KAAA,EAAE,cAAc,KAAA;IAmBxD,gCAAgC,CAAC,SAAS,KAAA;IAO1C,SAAS,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA,EAAE,mBAAmB,KAAA,EAAE,mBAAmB,KAAA,EAAE,IAAI,UAAQ;;;;;;;;;IAiBjF,YAAY,CAAC,OAAO,KAAA,EAAE,MAAM,KAAA,EAAE,UAAU,KAAA,EAAE,IAAI,UAAQ;;;;IAgBtD,qBAAqB,CAAC,SAAS,KAAA,EAAE,UAAU,KAAA,EAAE,SAAS,KAAA;IAgBtD,mBAAmB,CAAC,MAAM,KAAA,EAAE,GAAG,KAAA,EAAE,KAAK,KAAA;IAgBhC,WAAW,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA;IA+B3B,OAAO,CAAC,KAAK,KAAA,EAAE,MAAM,KAAA;;;;;;;;CA+H5B"}
|
||||
{"version":3,"file":"facepipeline.d.ts","sourceRoot":"","sources":["../../../src/blazeface/facepipeline.ts"],"names":[],"mappings":"AAIA,OAAO,KAAK,EAAU,UAAU,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,cAAc,EAAE,MAAM,aAAa,CAAC;AAqDlD,qBAAa,QAAQ;IACnB,WAAW,EAAE,KAAK,CAAC;QAAE,UAAU,EAAE,MAAM,EAAE,CAAC;QAAC,QAAQ,EAAE,MAAM,EAAE,CAAC;QAAC,SAAS,EAAE,KAAK,CAAC,MAAM,CAAC,CAAC;QAAC,UAAU,EAAE,MAAM,CAAC;QAAC,cAAc,CAAC,EAAE,MAAM,GAAG,SAAS,CAAA;KAAE,CAAC,CAAC;IACpJ,mBAAmB,EAAE,cAAc,CAAC;IACpC,YAAY,EAAE,UAAU,CAAC;IACzB,SAAS,EAAE,UAAU,CAAC;IACtB,OAAO,EAAE,MAAM,CAAC;IAChB,QAAQ,EAAE,MAAM,CAAC;IACjB,QAAQ,EAAE,MAAM,CAAC;IACjB,WAAW,EAAE,MAAM,CAAC;IACpB,OAAO,EAAE,MAAM,CAAC;IAChB,aAAa,EAAE,MAAM,CAAC;gBAEV,mBAAmB,KAAA,EAAE,YAAY,KAAA,EAAE,SAAS,KAAA;IAcxD,kBAAkB,CAAC,SAAS,KAAA,EAAE,GAAG,KAAA,EAAE,KAAK,KAAA,EAAE,cAAc,KAAA;IAmBxD,gCAAgC,CAAC,SAAS,KAAA;IAO1C,SAAS,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA,EAAE,mBAAmB,KAAA,EAAE,mBAAmB,KAAA,EAAE,IAAI,UAAQ;;;;;;;;;IAiBjF,YAAY,CAAC,OAAO,KAAA,EAAE,MAAM,KAAA,EAAE,UAAU,KAAA,EAAE,IAAI,UAAQ;;;;IAgBtD,qBAAqB,CAAC,SAAS,KAAA,EAAE,UAAU,KAAA,EAAE,SAAS,KAAA;IAgBtD,mBAAmB,CAAC,MAAM,KAAA,EAAE,GAAG,KAAA,EAAE,KAAK,KAAA;IAgBhC,WAAW,CAAC,SAAS,KAAA,EAAE,IAAI,KAAA,EAAE,MAAM,KAAA;IAmCnC,OAAO,CAAC,KAAK,KAAA,EAAE,MAAM,KAAA;;;;;;;;CAiI5B"}
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"face.d.ts","sourceRoot":"","sources":["../../src/face.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAOH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,UAAU,CAAC;AAC3C,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,cAAc,CAAC;AAwI3C,eAAO,MAAM,UAAU,uBAAiD,MAAM,KAAG,QAAQ,UAAU,EAAE,CAmHpG,CAAC"}
|
||||
{"version":3,"file":"face.d.ts","sourceRoot":"","sources":["../../src/face.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAOH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,UAAU,CAAC;AAC3C,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,cAAc,CAAC;AAwI3C,eAAO,MAAM,UAAU,uBAAiD,MAAM,KAAG,QAAQ,UAAU,EAAE,CAoHpG,CAAC"}
|
||||
|
|
@ -0,0 +1,9 @@
|
|||
/**
|
||||
* Module that analyzes person age
|
||||
* Obsolete
|
||||
*/
|
||||
import type { Config } from '../config';
|
||||
import type { GraphModel, Tensor } from '../tfjs/types';
|
||||
export declare function load(config: Config | any): Promise<GraphModel>;
|
||||
export declare function predict(image: Tensor, config: Config): Promise<unknown>;
|
||||
//# sourceMappingURL=agegenderrace.d.ts.map
|
||||
|
|
@ -0,0 +1 @@
|
|||
{"version":3,"file":"agegenderrace.d.ts","sourceRoot":"","sources":["../../../src/gear/agegenderrace.ts"],"names":[],"mappings":"AAAA;;;GAGG;AAsBH,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AACxC,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AASxD,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,GAAG,uBAQ9C;AAGD,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,oBA0C1D"}
|
||||
|
|
@ -4,6 +4,8 @@
|
|||
import type { HandResult } from '../result';
|
||||
import type { GraphModel, Tensor } from '../tfjs/types';
|
||||
import type { Config } from '../config';
|
||||
export declare function load(config: Config): Promise<[GraphModel, GraphModel]>;
|
||||
export declare function loadDetect(config: Config): Promise<GraphModel>;
|
||||
export declare function loadSkeleton(config: Config): Promise<GraphModel>;
|
||||
export declare function load(config: Config): Promise<[GraphModel | null, GraphModel | null]>;
|
||||
export declare function predict(input: Tensor, config: Config): Promise<HandResult[]>;
|
||||
//# sourceMappingURL=handtrack.d.ts.map
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"handtrack.d.ts","sourceRoot":"","sources":["../../../src/handtrack/handtrack.ts"],"names":[],"mappings":"AAAA;;GAEG;AAIH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAiDxC,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,CAAC,UAAU,EAAE,UAAU,CAAC,CAAC,CAsB5E;AA+GD,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAsBlF"}
|
||||
{"version":3,"file":"handtrack.d.ts","sourceRoot":"","sources":["../../../src/handtrack/handtrack.ts"],"names":[],"mappings":"AAAA;;GAEG;AAIH,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,WAAW,CAAC;AAC5C,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAmDxC,wBAAsB,UAAU,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAcpE;AAED,wBAAsB,YAAY,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAWtE;AAED,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,CAAC,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,CAAC,CAI1F;AA+GD,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,EAAE,CAAC,CAsBlF"}
|
||||
|
|
@ -4,14 +4,16 @@
|
|||
import { Config } from './config';
|
||||
import type { Result } from './result';
|
||||
import * as tf from '../dist/tfjs.esm.js';
|
||||
import * as models from './models';
|
||||
import * as facemesh from './blazeface/facemesh';
|
||||
import * as env from './env';
|
||||
import type { Tensor, GraphModel } from './tfjs/types';
|
||||
import type { Tensor } from './tfjs/types';
|
||||
import type { DrawOptions } from './draw';
|
||||
export * from './config';
|
||||
export * from './result';
|
||||
export type { DrawOptions } from './draw';
|
||||
export { env, Env } from './env';
|
||||
export { Models } from './models';
|
||||
/** Defines all possible input types for **Human** detection
|
||||
* @typedef Input Type
|
||||
*/
|
||||
|
|
@ -97,23 +99,7 @@ export declare class Human {
|
|||
/** Currently loaded models
|
||||
* @internal
|
||||
*/
|
||||
models: {
|
||||
face: [unknown, GraphModel | null, GraphModel | null] | null;
|
||||
posenet: GraphModel | null;
|
||||
blazepose: GraphModel | null;
|
||||
efficientpose: GraphModel | null;
|
||||
movenet: GraphModel | null;
|
||||
handpose: [GraphModel | null, GraphModel | null] | null;
|
||||
handtrack: [GraphModel | null, GraphModel | null] | null;
|
||||
age: GraphModel | null;
|
||||
gender: GraphModel | null;
|
||||
emotion: GraphModel | null;
|
||||
embedding: GraphModel | null;
|
||||
nanodet: GraphModel | null;
|
||||
centernet: GraphModel | null;
|
||||
faceres: GraphModel | null;
|
||||
segmentation: GraphModel | null;
|
||||
};
|
||||
models: models.Models;
|
||||
/** Container for events dispatched by Human
|
||||
*
|
||||
* Possible events:
|
||||
|
|
|
|||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"human.d.ts","sourceRoot":"","sources":["../../src/human.ts"],"names":[],"mappings":"AAAA;;GAEG;AAGH,OAAO,EAAE,MAAM,EAAY,MAAM,UAAU,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAiF,MAAM,UAAU,CAAC;AACtH,OAAO,KAAK,EAAE,MAAM,qBAAqB,CAAC;AAG1C,OAAO,KAAK,QAAQ,MAAM,sBAAsB,CAAC;AAgBjD,OAAO,KAAK,GAAG,MAAM,OAAO,CAAC;AAK7B,OAAO,KAAK,EAAE,MAAM,EAAE,UAAU,EAAE,MAAM,cAAc,CAAC;AACvD,OAAO,KAAK,EAAE,WAAW,EAAE,MAAM,QAAQ,CAAC;AAG1C,cAAc,UAAU,CAAC;AACzB,cAAc,UAAU,CAAC;AACzB,YAAY,EAAE,WAAW,EAAE,MAAM,QAAQ,CAAC;AAC1C,OAAO,EAAE,GAAG,EAAE,GAAG,EAAE,MAAM,OAAO,CAAC;AAEjC;;GAEG;AACH,oBAAY,KAAK,GAAG,MAAM,GAAG,SAAS,GAAG,WAAW,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,iBAAiB,GAAG,eAAe,CAAC;AAEpJ;;;;;;;GAOG;AACH,oBAAY,MAAM,GAAG,QAAQ,GAAG,MAAM,GAAG,OAAO,GAAG,QAAQ,GAAG,QAAQ,GAAG,OAAO,CAAC;AAEjF;;GAEG;AACH,oBAAY,KAAK,GAAG;IAAE,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC;AAEtC;;GAEG;AACH,oBAAY,UAAU,GAAG,OAAO,EAAE,CAAC;AAEnC;;;;;;;;;;GAUG;AACH,qBAAa,KAAK;;IAChB,0DAA0D;IAC1D,OAAO,EAAE,MAAM,CAAC;IAEhB;;OAEG;IACH,MAAM,EAAE,MAAM,CAAC;IAEf;;OAEG;IACH,MAAM,EAAE,MAAM,CAAC;IAEf;;;OAGG;IACH,KAAK,EAAE,MAAM,CAAC;IAEd,iDAAiD;IACjD,OAAO,EAAE;QAAE,MAAM,EAAE,MAAM,GAAG,IAAI,CAAC;QAAC,MAAM,EAAE,eAAe,GAAG,iBAAiB,GAAG,IAAI,CAAA;KAAE,CAAC;IAEvF;;;OAGG;IACH,EAAE,EAAE,UAAU,CAAC;IAEf,qEAAqE;IACrE,GAAG,EAAE,GAAG,CAAC,GAAG,CAAC;IAEb;;;;;;;OAOG;IACH,IAAI,EAAE;QAAE,MAAM,MAAC;QAAC,IAAI,MAAC;QAAC,IAAI,MAAC;QAAC,IAAI,MAAC;QAAC,OAAO,MAAC;QAAC,MAAM,MAAC;QAAC,MAAM,MAAC;QAAC,GAAG,MAAC;QAAC,OAAO,EAAE,WAAW,CAAA;KAAE,CAAC;IAEvF;;MAEE;IACF,MAAM,EAAE;QACN,IAAI,EAAE,CAAC,OAAO,EAAE,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,GAAG,IAAI,CAAC;QAC7D,OAAO,EAAE,UAAU,GAAG,IAAI,CAAC;QAC3B,SAAS,EAAE,UAAU,GAAG,IAAI,CAAC;QAC7B,aAAa,EAAE,UAAU,GAAG,IAAI,CAAC;QACjC,OAAO,EAAE,UAAU,GAAG,IAAI,CAAC;QAC3B,QAAQ,EAAE,CAAC,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,GAAG,IAAI,CAAC;QACxD,SAAS,EAAE,CAAC,UAAU,GAAG,IAAI,EAAE,UAAU,GAAG,IAAI,CAAC,GAAG,IAAI,CAAC;QACzD,GAAG,EAAE,UAAU,GAAG,IAAI,CAAC;QACvB,MAAM,EAAE,UAAU,GAAG,IAAI,CAAC;QAC1B,OAAO,EAAE,UAAU,GAAG,IAAI,CAAC;QAC3B,SAAS,EAAE,UAAU,GAAG,IAAI,CAAC;QAC7B,OAAO,EAAE,UAAU,GAAG,IAAI,CAAC;QAC3B,SAAS,EAAE,UAAU,GAAG,IAAI,CAAC;QAC7B,OAAO,EAAE,UAAU,GAAG,IAAI,CAAC;QAC3B,YAAY,EAAE,UAAU,GAAG,IAAI,CAAC;KACjC,CAAC;IAEF;;;;;;;;;OASG;IACH,MAAM,EAAE,WAAW,CAAC;IACpB,oGAAoG;IACpG,iBAAiB,EAAE,OAAO,QAAQ,CAAC,aAAa,CAAC;IACjD,0EAA0E;IAC1E,SAAS,EAAE,OAAO,QAAQ,CAAC,KAAK,CAAC;IACjC,oFAAoF;IACpF,WAAW,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IAIpC,uBAAuB;IACvB,EAAE,EAAE,MAAM,CAAC,MAAM,EAAE,OAAO,CAAC,CAAC;IAG5B;;;;;OAKG;gBACS,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC;IA+DxC,cAAc;IACd,OAAO,WAAY,MAAM,EAAE,UAO1B;IAgBD,4CAA4C;IAC5C,KAAK,aAIJ;IAED,4CAA4C;IAC5C,QAAQ;;;;QAAmF;IAE3F;;;;OAIG;IACH,KAAK,UAAW,KAAK;;;MAAuC;IAE5D;;;;;;;MAOE;IAEF,UAAU,CAAC,UAAU,EAAE,KAAK,CAAC,MAAM,CAAC,EAAE,UAAU,EAAE,KAAK,CAAC,MAAM,CAAC,GAAG,MAAM;IAIxE;;;;;;;;;;;;OAYG;IACG,YAAY,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,CAAC,EAAE,KAAK,GAAG,OAAO,CAAC;QAAE,IAAI,EAAE,MAAM,EAAE,CAAC;QAAC,MAAM,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAC;QAAC,KAAK,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAA;KAAE,CAAC;IAIxL;;;;OAIG;IAEH,OAAO,CAAC,KAAK,EAAE,MAAM,GAAG,MAAM,GAAG,IAAI;IAIrC;;;;;;OAMG;IAEH,KAAK,CAAC,aAAa,EAAE,KAAK,CAAC,MAAM,CAAC,EAAE,EAAE,EAAE,KAAK,CAAC;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,EAAE,CAAA;KAAE,CAAC,EAAE,SAAS,SAAI,GAAG;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,EAAE,CAAA;KAAE;IAI/L;;;;;;OAMG;IACG,IAAI;IAMV;;;;;MAKE;IACI,IAAI,CAAC,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC;IAgCvC,cAAc;IACd,IAAI,UAAW,MAAM,aAAkD;IAEvE;;;;;OAKG;IACH,IAAI,CAAC,MAAM,GAAE,MAAoB;IAIjC;;;;;MAKE;IACI,MAAM,CAAC,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC,GAAG,OAAO,CAAC,MAAM,GAAG;QAAE,KAAK,MAAA;KAAE,CAAC;IAIvE;;;;;;;;;MASE;IACI,MAAM,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC,GAAG,OAAO,CAAC,MAAM,GAAG,KAAK,CAAC;CA8JlF;AAED,oCAAoC;AACpC,OAAO,EAAE,KAAK,IAAI,OAAO,EAAE,CAAC"}
|
||||
{"version":3,"file":"human.d.ts","sourceRoot":"","sources":["../../src/human.ts"],"names":[],"mappings":"AAAA;;GAEG;AAGH,OAAO,EAAE,MAAM,EAAY,MAAM,UAAU,CAAC;AAC5C,OAAO,KAAK,EAAE,MAAM,EAAiF,MAAM,UAAU,CAAC;AACtH,OAAO,KAAK,EAAE,MAAM,qBAAqB,CAAC;AAC1C,OAAO,KAAK,MAAM,MAAM,UAAU,CAAC;AAEnC,OAAO,KAAK,QAAQ,MAAM,sBAAsB,CAAC;AAgBjD,OAAO,KAAK,GAAG,MAAM,OAAO,CAAC;AAK7B,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,cAAc,CAAC;AAC3C,OAAO,KAAK,EAAE,WAAW,EAAE,MAAM,QAAQ,CAAC;AAG1C,cAAc,UAAU,CAAC;AACzB,cAAc,UAAU,CAAC;AACzB,YAAY,EAAE,WAAW,EAAE,MAAM,QAAQ,CAAC;AAC1C,OAAO,EAAE,GAAG,EAAE,GAAG,EAAE,MAAM,OAAO,CAAC;AACjC,OAAO,EAAE,MAAM,EAAE,MAAM,UAAU,CAAC;AAElC;;GAEG;AACH,oBAAY,KAAK,GAAG,MAAM,GAAG,SAAS,GAAG,WAAW,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,gBAAgB,GAAG,iBAAiB,GAAG,eAAe,CAAC;AAEpJ;;;;;;;GAOG;AACH,oBAAY,MAAM,GAAG,QAAQ,GAAG,MAAM,GAAG,OAAO,GAAG,QAAQ,GAAG,QAAQ,GAAG,OAAO,CAAC;AAEjF;;GAEG;AACH,oBAAY,KAAK,GAAG;IAAE,KAAK,EAAE,MAAM,CAAA;CAAE,CAAC;AAEtC;;GAEG;AACH,oBAAY,UAAU,GAAG,OAAO,EAAE,CAAC;AAEnC;;;;;;;;;;GAUG;AACH,qBAAa,KAAK;;IAChB,0DAA0D;IAC1D,OAAO,EAAE,MAAM,CAAC;IAEhB;;OAEG;IACH,MAAM,EAAE,MAAM,CAAC;IAEf;;OAEG;IACH,MAAM,EAAE,MAAM,CAAC;IAEf;;;OAGG;IACH,KAAK,EAAE,MAAM,CAAC;IAEd,iDAAiD;IACjD,OAAO,EAAE;QAAE,MAAM,EAAE,MAAM,GAAG,IAAI,CAAC;QAAC,MAAM,EAAE,eAAe,GAAG,iBAAiB,GAAG,IAAI,CAAA;KAAE,CAAC;IAEvF;;;OAGG;IACH,EAAE,EAAE,UAAU,CAAC;IAEf,qEAAqE;IACrE,GAAG,EAAE,GAAG,CAAC,GAAG,CAAC;IAEb;;;;;;;OAOG;IACH,IAAI,EAAE;QAAE,MAAM,MAAC;QAAC,IAAI,MAAC;QAAC,IAAI,MAAC;QAAC,IAAI,MAAC;QAAC,OAAO,MAAC;QAAC,MAAM,MAAC;QAAC,MAAM,MAAC;QAAC,GAAG,MAAC;QAAC,OAAO,EAAE,WAAW,CAAA;KAAE,CAAC;IAEvF;;MAEE;IACF,MAAM,EAAE,MAAM,CAAC,MAAM,CAAC;IAEtB;;;;;;;;;OASG;IACH,MAAM,EAAE,WAAW,CAAC;IACpB,oGAAoG;IACpG,iBAAiB,EAAE,OAAO,QAAQ,CAAC,aAAa,CAAC;IACjD,0EAA0E;IAC1E,SAAS,EAAE,OAAO,QAAQ,CAAC,KAAK,CAAC;IACjC,oFAAoF;IACpF,WAAW,EAAE,MAAM,CAAC,MAAM,EAAE,MAAM,CAAC,CAAC;IAIpC,uBAAuB;IACvB,EAAE,EAAE,MAAM,CAAC,MAAM,EAAE,OAAO,CAAC,CAAC;IAG5B;;;;;OAKG;gBACS,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC;IA+CxC,cAAc;IACd,OAAO,WAAY,MAAM,EAAE,UAO1B;IAgBD,4CAA4C;IAC5C,KAAK,aAIJ;IAED,4CAA4C;IAC5C,QAAQ;;;;QAAmF;IAE3F;;;;OAIG;IACH,KAAK,UAAW,KAAK;;;MAAuC;IAE5D;;;;;;;MAOE;IAEF,UAAU,CAAC,UAAU,EAAE,KAAK,CAAC,MAAM,CAAC,EAAE,UAAU,EAAE,KAAK,CAAC,MAAM,CAAC,GAAG,MAAM;IAIxE;;;;;;;;;;;;OAYG;IACG,YAAY,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,CAAC,EAAE,KAAK,GAAG,OAAO,CAAC;QAAE,IAAI,EAAE,MAAM,EAAE,CAAC;QAAC,MAAM,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAC;QAAC,KAAK,EAAE,iBAAiB,GAAG,eAAe,GAAG,IAAI,CAAA;KAAE,CAAC;IAIxL;;;;OAIG;IAEH,OAAO,CAAC,KAAK,EAAE,MAAM,GAAG,MAAM,GAAG,IAAI;IAIrC;;;;;;OAMG;IAEH,KAAK,CAAC,aAAa,EAAE,KAAK,CAAC,MAAM,CAAC,EAAE,EAAE,EAAE,KAAK,CAAC;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,EAAE,CAAA;KAAE,CAAC,EAAE,SAAS,SAAI,GAAG;QAAE,IAAI,EAAE,MAAM,CAAC;QAAC,MAAM,EAAE,MAAM,CAAC;QAAC,UAAU,EAAE,MAAM,CAAC;QAAC,SAAS,EAAE,MAAM,EAAE,CAAA;KAAE;IAI/L;;;;;;OAMG;IACG,IAAI;IAMV;;;;;MAKE;IACI,IAAI,CAAC,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC;IAgCvC,cAAc;IACd,IAAI,UAAW,MAAM,aAAkD;IAEvE;;;;;OAKG;IACH,IAAI,CAAC,MAAM,GAAE,MAAoB;IAIjC;;;;;MAKE;IACI,MAAM,CAAC,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC,GAAG,OAAO,CAAC,MAAM,GAAG;QAAE,KAAK,MAAA;KAAE,CAAC;IAIvE;;;;;;;;;MASE;IACI,MAAM,CAAC,KAAK,EAAE,KAAK,EAAE,UAAU,CAAC,EAAE,OAAO,CAAC,MAAM,CAAC,GAAG,OAAO,CAAC,MAAM,GAAG,KAAK,CAAC;CA8JlF;AAED,oCAAoC;AACpC,OAAO,EAAE,KAAK,IAAI,OAAO,EAAE,CAAC"}
|
||||
|
|
@ -1,5 +1,34 @@
|
|||
export declare function reset(instance: any): void;
|
||||
import type { GraphModel } from './tfjs/types';
|
||||
import type { Human } from './human';
|
||||
/** Instances of all possible TFJS Graph Models used by Human
|
||||
* - loaded as needed based on configuration
|
||||
* - initialized explictly with `human.load()` method
|
||||
* - initialized implicity on first call to `human.detect()`
|
||||
* - each model can be `null` if not loaded, instance of `GraphModel` if loaded or `Promise` if loading
|
||||
*/
|
||||
export declare class Models {
|
||||
age: null | GraphModel | Promise<GraphModel>;
|
||||
agegenderrace: null | GraphModel | Promise<GraphModel>;
|
||||
blazepose: null | GraphModel | Promise<GraphModel>;
|
||||
centernet: null | GraphModel | Promise<GraphModel>;
|
||||
efficientpose: null | GraphModel | Promise<GraphModel>;
|
||||
embedding: null | GraphModel | Promise<GraphModel>;
|
||||
emotion: null | GraphModel | Promise<GraphModel>;
|
||||
facedetect: null | GraphModel | Promise<GraphModel>;
|
||||
faceiris: null | GraphModel | Promise<GraphModel>;
|
||||
facemesh: null | GraphModel | Promise<GraphModel>;
|
||||
faceres: null | GraphModel | Promise<GraphModel>;
|
||||
gender: null | GraphModel | Promise<GraphModel>;
|
||||
handpose: null | GraphModel | Promise<GraphModel>;
|
||||
handskeleton: null | GraphModel | Promise<GraphModel>;
|
||||
handtrack: null | GraphModel | Promise<GraphModel>;
|
||||
movenet: null | GraphModel | Promise<GraphModel>;
|
||||
nanodet: null | GraphModel | Promise<GraphModel>;
|
||||
posenet: null | GraphModel | Promise<GraphModel>;
|
||||
segmentation: null | GraphModel | Promise<GraphModel>;
|
||||
}
|
||||
export declare function reset(instance: Human): void;
|
||||
/** Load method preloads all instance.configured models on-demand */
|
||||
export declare function load(instance: any): Promise<void>;
|
||||
export declare function load(instance: Human): Promise<void>;
|
||||
export declare function validate(instance: any): Promise<void>;
|
||||
//# sourceMappingURL=models.d.ts.map
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"models.d.ts","sourceRoot":"","sources":["../../src/models.ts"],"names":[],"mappings":"AAiBA,wBAAgB,KAAK,CAAC,QAAQ,KAAA,QAmB7B;AAED,oEAAoE;AACpE,wBAAsB,IAAI,CAAC,QAAQ,KAAA,iBA+ClC;AAED,wBAAsB,QAAQ,CAAC,QAAQ,KAAA,iBA4CtC"}
|
||||
{"version":3,"file":"models.d.ts","sourceRoot":"","sources":["../../src/models.ts"],"names":[],"mappings":"AACA,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,cAAc,CAAC;AAa/C,OAAO,KAAK,EAAE,KAAK,EAAE,MAAM,SAAS,CAAC;AAIrC;;;;;GAKG;AACH,qBAAa,MAAM;IACjB,GAAG,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACpD,aAAa,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC9D,SAAS,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC1D,SAAS,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC1D,aAAa,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC9D,SAAS,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC1D,OAAO,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACxD,UAAU,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC3D,QAAQ,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACzD,QAAQ,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACzD,OAAO,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACxD,MAAM,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACvD,QAAQ,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACzD,YAAY,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC7D,SAAS,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IAC1D,OAAO,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACxD,OAAO,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACxD,OAAO,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;IACxD,YAAY,EAAE,IAAI,GAAG,UAAU,GAAG,OAAO,CAAC,UAAU,CAAC,CAAQ;CAC9D;AAED,wBAAgB,KAAK,CAAC,QAAQ,EAAE,KAAK,QAGpC;AAED,oEAAoE;AACpE,wBAAsB,IAAI,CAAC,QAAQ,EAAE,KAAK,iBA6BzC;AAED,wBAAsB,QAAQ,CAAC,QAAQ,KAAA,iBA4CtC"}
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"centernet.d.ts","sourceRoot":"","sources":["../../../src/object/centernet.ts"],"names":[],"mappings":"AAAA;;GAEG;AAKH,OAAO,KAAK,EAAE,YAAY,EAAE,MAAM,WAAW,CAAC;AAC9C,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AAQxC,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAU9D;AAgDD,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,YAAY,EAAE,CAAC,CAkBpF"}
|
||||
{"version":3,"file":"centernet.d.ts","sourceRoot":"","sources":["../../../src/object/centernet.ts"],"names":[],"mappings":"AAAA;;GAEG;AAKH,OAAO,KAAK,EAAE,YAAY,EAAE,MAAM,WAAW,CAAC;AAC9C,OAAO,KAAK,EAAE,UAAU,EAAE,MAAM,EAAE,MAAM,eAAe,CAAC;AACxD,OAAO,KAAK,EAAE,MAAM,EAAE,MAAM,WAAW,CAAC;AASxC,wBAAsB,IAAI,CAAC,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,UAAU,CAAC,CAW9D;AAgDD,wBAAsB,OAAO,CAAC,KAAK,EAAE,MAAM,EAAE,MAAM,EAAE,MAAM,GAAG,OAAO,CAAC,YAAY,EAAE,CAAC,CAkBpF"}
|
||||
|
|
@ -1,2 +1,3 @@
|
|||
export declare function check(instance: any, force?: boolean): Promise<boolean>;
|
||||
export declare function fakeOps(kernelNames: Array<string>, config: any): void;
|
||||
//# sourceMappingURL=backend.d.ts.map
|
||||
|
|
@ -1 +1 @@
|
|||
{"version":3,"file":"backend.d.ts","sourceRoot":"","sources":["../../../src/tfjs/backend.ts"],"names":[],"mappings":"AAKA,wBAAsB,KAAK,CAAC,QAAQ,KAAA,EAAE,KAAK,UAAQ,oBA4FlD"}
|
||||
{"version":3,"file":"backend.d.ts","sourceRoot":"","sources":["../../../src/tfjs/backend.ts"],"names":[],"mappings":"AAKA,wBAAsB,KAAK,CAAC,QAAQ,KAAA,EAAE,KAAK,UAAQ,oBA4FlD;AAGD,wBAAgB,OAAO,CAAC,WAAW,EAAE,KAAK,CAAC,MAAM,CAAC,EAAE,MAAM,KAAA,QAazD"}
|
||||
Loading…
Reference in New Issue