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human
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add debug logging flag

pull/91/head
Vladimir Mandic 2021-03-02 11:27:42 -05:00
parent 8c60a04bda
commit f70f36f06f
30 changed files with 416 additions and 355 deletions
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4
config.js
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@ -3,8 +3,12 @@
export default { export default {
backend: 'webgl', // select tfjs backend to use backend: 'webgl', // select tfjs backend to use
// can be 'webgl', 'wasm', 'cpu', or 'humangl' which is a custom version of webgl
// leave as empty string to continue using default backend
// when backend is set outside of Human library
wasmPath: '../assets/', // path for wasm binaries wasmPath: '../assets/', // path for wasm binaries
// only used for backend: wasm // only used for backend: wasm
debug: true, // print additional status messages to console
async: true, // execute enabled models in parallel async: true, // execute enabled models in parallel
// this disables per-model performance data but // this disables per-model performance data but
// slightly increases performance // slightly increases performance

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dist/demo-browser-index.json vendored
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@ -1,7 +1,7 @@
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@ -43,7 +43,7 @@
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@ -51,7 +51,7 @@
"entryPoint": "demo/browser.js", "entryPoint": "demo/browser.js",
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@ -66,7 +66,7 @@
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} }
} }

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@ -22,7 +22,7 @@
] ]
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@ -73,7 +73,7 @@
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@ -107,7 +107,7 @@
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@ -124,7 +124,7 @@
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@ -141,7 +141,7 @@
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@ -158,7 +158,7 @@
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@ -175,7 +175,7 @@
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@ -283,7 +283,7 @@
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@ -359,7 +359,7 @@
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@ -409,7 +409,7 @@
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@ -421,7 +421,7 @@
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@ -499,7 +499,7 @@
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@ -509,7 +509,7 @@
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@ -539,28 +539,28 @@
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@ -587,7 +587,7 @@
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@ -614,7 +614,7 @@
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@ -623,7 +623,7 @@
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dist/human.iife.json vendored
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@ -22,7 +22,7 @@
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@ -107,7 +107,7 @@
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@ -124,7 +124,7 @@
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@ -141,7 +141,7 @@
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@ -409,7 +409,7 @@
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@ -507,13 +507,13 @@
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8
package.json
View File

@ -34,12 +34,12 @@
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"simple-git": "^2.35.2", "simple-git": "^2.35.2",
"tslib": "^2.1.0", "tslib": "^2.1.0",
"typescript": "^4.3.0-dev.20210228" "typescript": "^4.3.0-dev.20210302"
}, },
"scripts": { "scripts": {
"start": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught --no-deprecation src/node.js", "start": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught --no-deprecation src/node.js",

2
src/age/age.ts
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@ -9,7 +9,7 @@ let skipped = Number.MAX_SAFE_INTEGER;
export async function load(config) { export async function load(config) {
if (!model) { if (!model) {
model = await tf.loadGraphModel(config.face.age.modelPath); model = await tf.loadGraphModel(config.face.age.modelPath);
log(`load model: ${config.face.age.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.age.modelPath.match(/\/(.*)\./)[1]}`);
} }
return model; return model;
} }

2
src/blazeface/blazeface.ts
View File

@ -132,6 +132,6 @@ export class BlazeFaceModel {
export async function load(config) { export async function load(config) {
const blazeface = await tf.loadGraphModel(config.face.detector.modelPath, { fromTFHub: config.face.detector.modelPath.includes('tfhub.dev') }); const blazeface = await tf.loadGraphModel(config.face.detector.modelPath, { fromTFHub: config.face.detector.modelPath.includes('tfhub.dev') });
const model = new BlazeFaceModel(blazeface, config); const model = new BlazeFaceModel(blazeface, config);
log(`load model: ${config.face.detector.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.detector.modelPath.match(/\/(.*)\./)[1]}`);
return model; return model;
} }

4
src/blazeface/facemesh.ts
View File

@ -50,8 +50,8 @@ export async function load(config) {
(!faceModels[2] && config.face.iris.enabled) ? tf.loadGraphModel(config.face.iris.modelPath, { fromTFHub: config.face.iris.modelPath.includes('tfhub.dev') }) : null, (!faceModels[2] && config.face.iris.enabled) ? tf.loadGraphModel(config.face.iris.modelPath, { fromTFHub: config.face.iris.modelPath.includes('tfhub.dev') }) : null,
]); ]);
const faceMesh = new MediaPipeFaceMesh(faceModels[0], faceModels[1], faceModels[2], config); const faceMesh = new MediaPipeFaceMesh(faceModels[0], faceModels[1], faceModels[2], config);
if (config.face.mesh.enabled) log(`load model: ${config.face.mesh.modelPath.match(/\/(.*)\./)[1]}`); if (config.face.mesh.enabled && config.debug) log(`load model: ${config.face.mesh.modelPath.match(/\/(.*)\./)[1]}`);
if (config.face.iris.enabled) log(`load model: ${config.face.iris.modelPath.match(/\/(.*)\./)[1]}`); if (config.face.iris.enabled && config.debug) log(`load model: ${config.face.iris.modelPath.match(/\/(.*)\./)[1]}`);
return faceMesh; return faceMesh;
} }

2
src/embedding/embedding.ts
View File

@ -10,7 +10,7 @@ let model;
export async function load(config) { export async function load(config) {
if (!model) { if (!model) {
model = await tf.loadGraphModel(config.face.embedding.modelPath); model = await tf.loadGraphModel(config.face.embedding.modelPath);
log(`load model: ${config.face.embedding.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.embedding.modelPath.match(/\/(.*)\./)[1]}`);
} }
return model; return model;
} }

2
src/emotion/emotion.ts
View File

@ -14,7 +14,7 @@ const scale = 1; // score multiplication factor
export async function load(config) { export async function load(config) {
if (!model) { if (!model) {
model = await tf.loadGraphModel(config.face.emotion.modelPath); model = await tf.loadGraphModel(config.face.emotion.modelPath);
log(`load model: ${config.face.emotion.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.emotion.modelPath.match(/\/(.*)\./)[1]}`);
} }
return model; return model;
} }

6
src/faceboxes/faceboxes.ts
View File

@ -61,9 +61,9 @@ export class FaceBoxes {
export async function load(config) { export async function load(config) {
const model = await tf.loadGraphModel(config.face.detector.modelPath); const model = await tf.loadGraphModel(config.face.detector.modelPath);
log(`load model: ${config.face.detector.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.detector.modelPath.match(/\/(.*)\./)[1]}`);
const faceboxes = new FaceBoxes(model, config); const faceboxes = new FaceBoxes(model, config);
if (config.face.mesh.enabled) log(`load model: ${config.face.mesh.modelPath.match(/\/(.*)\./)[1]}`); if (config.face.mesh.enabled && config.debug) log(`load model: ${config.face.mesh.modelPath.match(/\/(.*)\./)[1]}`);
if (config.face.iris.enabled) log(`load model: ${config.face.iris.modelPath.match(/\/(.*)\./)[1]}`); if (config.face.iris.enabled && config.debug) log(`load model: ${config.face.iris.modelPath.match(/\/(.*)\./)[1]}`);
return faceboxes; return faceboxes;
} }

2
src/gender/gender.ts
View File

@ -14,7 +14,7 @@ export async function load(config) {
if (!model) { if (!model) {
model = await tf.loadGraphModel(config.face.gender.modelPath); model = await tf.loadGraphModel(config.face.gender.modelPath);
alternative = model.inputs[0].shape[3] === 1; alternative = model.inputs[0].shape[3] === 1;
log(`load model: ${config.face.gender.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.face.gender.modelPath.match(/\/(.*)\./)[1]}`);
} }
return model; return model;
} }

4
src/handpose/handpose.ts
View File

@ -57,7 +57,7 @@ export async function load(config) {
const handDetector = new handdetector.HandDetector(handDetectorModel, config.hand.inputSize, anchors.anchors); const handDetector = new handdetector.HandDetector(handDetectorModel, config.hand.inputSize, anchors.anchors);
const handPipeline = new handpipeline.HandPipeline(handDetector, handPoseModel, config.hand.inputSize); const handPipeline = new handpipeline.HandPipeline(handDetector, handPoseModel, config.hand.inputSize);
const handPose = new HandPose(handPipeline); const handPose = new HandPose(handPipeline);
if (config.hand.enabled) log(`load model: ${config.hand.detector.modelPath.match(/\/(.*)\./)[1]}`); if (config.hand.enabled && config.debug) log(`load model: ${config.hand.detector.modelPath.match(/\/(.*)\./)[1]}`);
if (config.hand.landmarks) log(`load model: ${config.hand.skeleton.modelPath.match(/\/(.*)\./)[1]}`); if (config.hand.landmarks && config.debug) log(`load model: ${config.hand.skeleton.modelPath.match(/\/(.*)\./)[1]}`);
return handPose; return handPose;
} }

38
src/human.ts
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@ -131,11 +131,11 @@ class Human {
if (userConfig) this.config = mergeDeep(this.config, userConfig); if (userConfig) this.config = mergeDeep(this.config, userConfig);
if (this.firstRun) { if (this.firstRun) {
log(`version: ${this.version} TensorFlow/JS version: ${this.tf.version_core}`); if (this.config.debug) log(`version: ${this.version} TensorFlow/JS version: ${this.tf.version_core}`);
await this.checkBackend(true); await this.checkBackend(true);
if (this.tf.ENV.flags.IS_BROWSER) { if (this.tf.ENV.flags.IS_BROWSER) {
log('configuration:', this.config); if (this.config.debug) log('configuration:', this.config);
log('tf flags:', this.tf.ENV.flags); if (this.config.debug) log('tf flags:', this.tf.ENV.flags);
} }
} }
const face = this.config.face.detector.modelPath.includes('faceboxes') ? faceboxes : facemesh; const face = this.config.face.detector.modelPath.includes('faceboxes') ? faceboxes : facemesh;
@ -168,7 +168,7 @@ class Human {
} }
if (this.firstRun) { if (this.firstRun) {
log('tf engine state:', this.tf.engine().state.numBytes, 'bytes', this.tf.engine().state.numTensors, 'tensors'); if (this.config.debug) log('tf engine state:', this.tf.engine().state.numBytes, 'bytes', this.tf.engine().state.numTensors, 'tensors');
this.firstRun = false; this.firstRun = false;
} }
@ -191,20 +191,22 @@ class Human {
} }
*/ */
log('setting backend:', this.config.backend); if (this.config.backend && this.config.backend !== '') {
if (this.config.debug) log('setting backend:', this.config.backend);
if (this.config.backend === 'wasm') { if (this.config.backend === 'wasm') {
log('settings wasm path:', this.config.wasmPath); if (this.config.debug) log('settings wasm path:', this.config.wasmPath);
this.tf.setWasmPaths(this.config.wasmPath); this.tf.setWasmPaths(this.config.wasmPath);
const simd = await this.tf.env().getAsync('WASM_HAS_SIMD_SUPPORT'); const simd = await this.tf.env().getAsync('WASM_HAS_SIMD_SUPPORT');
if (!simd) log('warning: wasm simd support is not enabled'); if (!simd) log('warning: wasm simd support is not enabled');
} }
if (this.config.backend === 'humangl') backend.register(); if (this.config.backend === 'humangl') backend.register();
try { try {
await this.tf.setBackend(this.config.backend); await this.tf.setBackend(this.config.backend);
} catch (err) { } catch (err) {
log('error: cannot set backend:', this.config.backend, err); log('error: cannot set backend:', this.config.backend, err);
}
} }
this.tf.enableProdMode(); this.tf.enableProdMode();
/* debug mode is really too mcuh /* debug mode is really too mcuh
@ -218,7 +220,7 @@ class Human {
// this.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); // this.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true);
// this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', true); // this.tf.ENV.set('WEBGL_PACK_DEPTHWISECONV', true);
const gl = await this.tf.backend().getGPGPUContext().gl; const gl = await this.tf.backend().getGPGPUContext().gl;
log(`gl version:${gl.getParameter(gl.VERSION)} renderer:${gl.getParameter(gl.RENDERER)}`); if (this.config.debug) log(`gl version:${gl.getParameter(gl.VERSION)} renderer:${gl.getParameter(gl.RENDERER)}`);
} }
await this.tf.ready(); await this.tf.ready();
this.perf.backend = Math.trunc(now() - timeStamp); this.perf.backend = Math.trunc(now() - timeStamp);
@ -528,7 +530,7 @@ class Human {
else res = await this.warmupNode(); else res = await this.warmupNode();
this.config.videoOptimized = video; this.config.videoOptimized = video;
const t1 = now(); const t1 = now();
log('Warmup', this.config.warmup, Math.round(t1 - t0), 'ms', res); if (this.config.debug) log('Warmup', this.config.warmup, Math.round(t1 - t0), 'ms', res);
return res; return res;
} }
} }

2
src/posenet/posenet.ts
View File

@ -60,6 +60,6 @@ export class PoseNet {
export async function load(config) { export async function load(config) {
const model = await tf.loadGraphModel(config.body.modelPath); const model = await tf.loadGraphModel(config.body.modelPath);
const mobilenet = new modelBase.BaseModel(model); const mobilenet = new modelBase.BaseModel(model);
log(`load model: ${config.body.modelPath.match(/\/(.*)\./)[1]}`); if (config.debug) log(`load model: ${config.body.modelPath.match(/\/(.*)\./)[1]}`);
return new PoseNet(mobilenet); return new PoseNet(mobilenet);
} }

2
wiki

@ -1 +1 @@
Subproject commit c283c4a21d26dc0ba03e576dae8e6fbd3af12ac8 Subproject commit 4091054e6d325ad8e9787c4b3d93b0e4ebb9016c