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human
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republish due to tfjs 2.8.0 issues

pull/50/head
Vladimir Mandic 2020-12-16 14:49:14 -05:00
parent 739aa5db03
commit bbebaccd3b
23 changed files with 12482 additions and 16509 deletions
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{
"inputs": {
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"bytes": 1908134,
"bytes": 1836264,
"imports": []
},
"demo/draw.js": {
@ -38,14 +38,14 @@
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"inputs": {},
"bytes": 2269904
"bytes": 2198146
},
"dist/demo-browser-index.js": {
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"exports": [],
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@ -60,7 +60,7 @@
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}

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},
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@ -354,7 +354,7 @@
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"package.json": {
@ -362,7 +362,7 @@
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@ -419,7 +419,7 @@
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@ -536,13 +536,13 @@
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@ -354,7 +354,7 @@
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"package.json": {
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"src/human.js": {
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}

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"imports": []
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"package.json": {
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"src/human.js": {
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@ -419,7 +419,7 @@
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@ -516,7 +516,7 @@
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}

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@ -144,28 +144,71 @@
"dev": true
},
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"version": "2.8.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-2.8.0.tgz",
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"argparse": "^1.0.10",
"chalk": "^4.1.0",
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"yargs": "^16.0.3"
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@ -181,22 +224,21 @@
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@ -213,15 +255,15 @@
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"dev": true
},
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@ -240,9 +282,9 @@
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},
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@ -250,19 +292,19 @@
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},
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},
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@ -284,13 +326,13 @@
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},
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20
package.json
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@ -22,16 +22,16 @@
"dependencies": {},
"peerDependencies": {},
"devDependencies": {
"@tensorflow/tfjs": "^2.8.0",
"@tensorflow/tfjs-backend-cpu": "^2.8.0",
"@tensorflow/tfjs-backend-wasm": "^2.8.0",
"@tensorflow/tfjs-backend-webgl": "^2.8.0",
"@tensorflow/tfjs-converter": "^2.8.0",
"@tensorflow/tfjs-core": "^2.8.0",
"@tensorflow/tfjs-data": "^2.8.0",
"@tensorflow/tfjs-layers": "^2.8.0",
"@tensorflow/tfjs-node": "^2.8.0",
"@tensorflow/tfjs-node-gpu": "^2.8.0",
"@tensorflow/tfjs": "^2.7.0",
"@tensorflow/tfjs-backend-cpu": "^2.7.0",
"@tensorflow/tfjs-backend-wasm": "^2.7.0",
"@tensorflow/tfjs-backend-webgl": "^2.7.0",
"@tensorflow/tfjs-converter": "^2.7.0",
"@tensorflow/tfjs-core": "^2.7.0",
"@tensorflow/tfjs-data": "^2.7.0",
"@tensorflow/tfjs-layers": "^2.7.0",
"@tensorflow/tfjs-node": "^2.7.0",
"@tensorflow/tfjs-node-gpu": "^2.7.0",
"@vladmandic/pilogger": "^0.2.10",
"chokidar": "^3.4.3",
"dayjs": "^1.9.7",

56
src/human.js
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@ -423,44 +423,26 @@ class Human {
}
async warmup(userConfig) {
const b64toBlob = (base64, type = 'application/octet-stream') => fetch(`data:${type};base64,${base64}`).then((res) => res.blob());
if (userConfig) this.config = mergeDeep(this.config, userConfig);
return new Promise((resolve) => {
const video = this.config.videoOptimized;
this.config.videoOptimized = false;
let src;
let size;
switch (this.config.warmup) {
case 'face':
size = 256;
src = sample.face;
break;
case 'full':
size = 1200;
src = sample.body;
break;
default:
size = 0;
src = null;
}
const img = new Image(size, size);
img.onload = () => {
const canvas = (typeof OffscreenCanvas !== 'undefined') ? new OffscreenCanvas(size, size) : document.createElement('canvas');
canvas.width = size;
canvas.height = size;
const ctx = canvas.getContext('2d');
ctx.drawImage(img, 0, 0);
const data = ctx.getImageData(0, 0, size, size);
const t0 = now();
this.detect(data, config).then((warmup) => {
const t1 = now();
log('Warmup', this.config.warmup, (t1 - t0), warmup);
this.config.videoOptimized = video;
resolve(warmup);
});
};
if (src) img.src = src;
else resolve(null);
});
const video = this.config.videoOptimized;
this.config.videoOptimized = false;
let blob;
switch (this.config.warmup) {
case 'face': blob = await b64toBlob(sample.face); break;
case 'full': blob = await b64toBlob(sample.body); break;
default: blob = null;
}
if (!blob) return null;
const bitmap = await createImageBitmap(blob);
const t0 = now();
const warmup = await this.detect(bitmap, config);
const t1 = now();
bitmap.close();
log('Warmup', this.config.warmup, (t1 - t0), warmup);
this.config.videoOptimized = video;
return warmup;
}
}

6
src/sample.js
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@ -1,4 +1,5 @@
export const face = `data:image/jpeg;base64,
// data:image/jpeg;base64,
export const face = `
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AAABAAAARgEoAAMAAAABAAIAAAExAAIAAAARAAAATgAAAAAAAABgAAAAAQAAAGAAAAABcGFpbnQu
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@ -151,7 +152,8 @@ c6oaM5TUJ8EgGsG4kLNUHT0M64OaqMMikSRsuKbnFMRLG3zVehOaGNE445NNlnVFpDMu6uie9Vo1
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export const body = `data:image/jpeg;base64,
// data:image/jpeg;base64,
export const body = `
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