embedded sample for warmup

pull/50/head
Vladimir Mandic 2020-12-08 09:58:30 -05:00
parent 7c0fe6dbf3
commit 3197c1cfee
15 changed files with 719 additions and 82 deletions

BIN
assets/human.jpg Executable file

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@ -502,16 +502,13 @@ async function main() {
log('demo starting ...');
setupMenu();
document.getElementById('log').innerText = `Human: version ${human.version}`;
// human.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true);
// this is not required, just pre-loads all models
if (ui.modelsPreload && !ui.useWorker) {
status('loading');
await human.load(userConfig);
await human.load(userConfig); // this is not required, just pre-loads all models
}
// this is not required, just pre-warms all models for faster initial inference
if (ui.modelsWarmup && !ui.useWorker) {
status('initializing');
await human.warmup(userConfig);
await human.warmup(userConfig); // this is not required, just pre-warms all models for faster initial inference
}
status('human: ready');
document.getElementById('loader').style.display = 'none';

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@ -37,6 +37,8 @@ async function detect(input) {
const decoded = human.tf.node.decodeImage(buffer);
const casted = decoded.toFloat();
const image = casted.expandDims(0);
// console.log(image.arraySync());
fs.writeFileSync('q.json', JSON.stringify(image.arraySync()));
decoded.dispose();
casted.dispose();
// image shape contains image dimensions and depth

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@ -1,7 +1,7 @@
{
"inputs": {
"dist/human.esm.js": {
"bytes": 1774883,
"bytes": 1786858,
"imports": []
},
"demo/draw.js": {
@ -17,7 +17,7 @@
"imports": []
},
"demo/browser.js": {
"bytes": 25194,
"bytes": 25133,
"imports": [
{
"path": "dist/human.esm.js"
@ -38,14 +38,14 @@
"dist/demo-browser-index.js.map": {
"imports": [],
"inputs": {},
"bytes": 2678694
"bytes": 2692349
},
"dist/demo-browser-index.js": {
"imports": [],
"exports": [],
"inputs": {
"dist/human.esm.js": {
"bytesInOutput": 1767642
"bytesInOutput": 1779617
},
"demo/draw.js": {
"bytesInOutput": 7776
@ -57,10 +57,10 @@
"bytesInOutput": 7382
},
"demo/browser.js": {
"bytesInOutput": 19361
"bytesInOutput": 19363
}
},
"bytes": 1821350
"bytes": 1833327
}
}
}

179
dist/human.esm.js vendored

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22
dist/human.esm.json vendored
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@ -81,7 +81,7 @@
]
},
"src/age/age.js": {
"bytes": 1993,
"bytes": 1950,
"imports": [
{
"path": "src/log.js"
@ -339,12 +339,16 @@
"bytes": 8654,
"imports": []
},
"src/sample.js": {
"bytes": 11662,
"imports": []
},
"package.json": {
"bytes": 2323,
"imports": []
},
"src/human.js": {
"bytes": 15825,
"bytes": 16319,
"imports": [
{
"path": "src/log.js"
@ -385,6 +389,9 @@
{
"path": "config.js"
},
{
"path": "src/sample.js"
},
{
"path": "package.json"
}
@ -395,7 +402,7 @@
"dist/human.esm.js.map": {
"imports": [],
"inputs": {},
"bytes": 2582934
"bytes": 2597262
},
"dist/human.esm.js": {
"imports": [],
@ -497,7 +504,7 @@
"bytesInOutput": 1520559
},
"src/human.js": {
"bytesInOutput": 10416
"bytesInOutput": 10745
},
"src/hand/box.js": {
"bytesInOutput": 1868
@ -506,13 +513,16 @@
"bytesInOutput": 1796
},
"config.js": {
"bytesInOutput": 1353
"bytesInOutput": 1352
},
"src/sample.js": {
"bytesInOutput": 11646
},
"package.json": {
"bytesInOutput": 21
}
},
"bytes": 1774883
"bytes": 1786858
}
}
}

179
dist/human.js vendored

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6
dist/human.js.map vendored

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22
dist/human.json vendored
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@ -81,7 +81,7 @@
]
},
"src/age/age.js": {
"bytes": 1993,
"bytes": 1950,
"imports": [
{
"path": "src/log.js"
@ -339,12 +339,16 @@
"bytes": 8654,
"imports": []
},
"src/sample.js": {
"bytes": 11662,
"imports": []
},
"package.json": {
"bytes": 2323,
"imports": []
},
"src/human.js": {
"bytes": 15825,
"bytes": 16319,
"imports": [
{
"path": "src/log.js"
@ -385,6 +389,9 @@
{
"path": "config.js"
},
{
"path": "src/sample.js"
},
{
"path": "package.json"
}
@ -395,7 +402,7 @@
"dist/human.js.map": {
"imports": [],
"inputs": {},
"bytes": 2599215
"bytes": 2614051
},
"dist/human.js": {
"imports": [],
@ -489,7 +496,7 @@
"bytesInOutput": 4040
},
"src/human.js": {
"bytesInOutput": 10477
"bytesInOutput": 10806
},
"src/log.js": {
"bytesInOutput": 266
@ -504,13 +511,16 @@
"bytesInOutput": 1796
},
"config.js": {
"bytesInOutput": 1353
"bytesInOutput": 1352
},
"src/sample.js": {
"bytesInOutput": 11646
},
"package.json": {
"bytesInOutput": 21
}
},
"bytes": 1774957
"bytes": 1786932
}
}
}

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@ -9,7 +9,6 @@ let frame = Number.MAX_SAFE_INTEGER;
async function load(config) {
if (!models.age) {
models.age = await tf.loadGraphModel(config.face.age.modelPath);
// eslint-disable-next-line no-console
log(`Human: load model: ${config.face.age.modelPath.match(/\/(.*)\./)[1]}`);
}
return models.age;

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@ -11,6 +11,7 @@ import * as gesture from './gesture/gesture.js';
import * as image from './image.js';
import * as profile from './profile.js';
import * as config from '../config.js';
import * as sample from './sample.js';
import * as app from '../package.json';
// helper function: gets elapsed time on both browser and nodejs
@ -414,12 +415,25 @@ class Human {
});
}
async warmup(userConfig, sample) {
if (!sample) sample = new ImageData(255, 255);
// const sample = tf.zeros([1, 255, 255, 3]);
const warmup = await this.detect(sample, userConfig);
log('warmed up');
return warmup;
async warmup(userConfig) {
return new Promise((resolve) => {
log('Starting warmup');
const img = new Image(256, 256);
img.onload = () => {
log('Loading sample');
const canvas = (typeof OffscreenCanvas !== 'undefined') ? new OffscreenCanvas(256, 256) : document.createElement('canvas');
canvas.width = 256;
canvas.height = 256;
const ctx = canvas.getContext('2d');
ctx.drawImage(img, 0, 0);
const data = ctx.getImageData(0, 0, 255, 255);
this.detect(data, userConfig).then((warmup) => {
log('Warmup', warmup);
resolve(warmup);
});
};
img.src = sample.data;
});
}
}

152
src/sample.js Normal file
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@ -0,0 +1,152 @@
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