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test embedding

pull/356/head
Vladimir Mandic 2022-09-02 11:11:51 -04:00
parent 43f44cd114
commit 2cfee111fb
7 changed files with 709 additions and 28 deletions
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326
demo/faceid/index.js
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demo/faceid/index.js.map
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107
demo/typescript/index.js
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@ -4,6 +4,109 @@
author: <https://github.com/vladmandic>' author: <https://github.com/vladmandic>'
*/ */
import*as c from"../../dist/human.esm.js";var w={async:!1,modelBasePath:"../../models",filter:{enabled:!0,equalization:!1,flip:!1},face:{enabled:!0,detector:{rotation:!1},mesh:{enabled:!0},attention:{enabled:!1},iris:{enabled:!0},description:{enabled:!0},emotion:{enabled:!0}},body:{enabled:!0},hand:{enabled:!0},object:{enabled:!1},gesture:{enabled:!0}},e=new c.Human(w);e.env.perfadd=!1;e.draw.options.font='small-caps 18px "Lato"';e.draw.options.lineHeight=20;var t={video:document.getElementById("video"),canvas:document.getElementById("canvas"),log:document.getElementById("log"),fps:document.getElementById("status"),perf:document.getElementById("performance")},n={detect:0,draw:0,tensors:0,start:0},o={detectFPS:0,drawFPS:0,frames:0,averageMs:0},i=(...a)=>{t.log.innerText+=a.join(" ")+`
`,console.log(...a)},r=a=>t.fps.innerText=a,b=a=>t.perf.innerText="tensors:"+e.tf.memory().numTensors.toString()+" | performance: "+JSON.stringify(a).replace(/"|{|}/g,"").replace(/,/g," | ");async function h(){r("starting webcam...");let a={audio:!1,video:{facingMode:"user",resizeMode:"none",width:{ideal:document.body.clientWidth},height:{ideal:document.body.clientHeight}}},d=await navigator.mediaDevices.getUserMedia(a),f=new Promise(p=>{t.video.onloadeddata=()=>p(!0)});t.video.srcObject=d,t.video.play(),await f,t.canvas.width=t.video.videoWidth,t.canvas.height=t.video.videoHeight;let s=d.getVideoTracks()[0],v=s.getCapabilities?s.getCapabilities():"",g=s.getSettings?s.getSettings():"",u=s.getConstraints?s.getConstraints():"";i("video:",t.video.videoWidth,t.video.videoHeight,s.label,{stream:d,track:s,settings:g,constraints:u,capabilities:v}),t.canvas.onclick=()=>{t.video.paused?t.video.play():t.video.pause()}}async function l(){if(!t.video.paused){n.start===0&&(n.start=e.now()),await e.detect(t.video);let a=e.tf.memory().numTensors;a-n.tensors!==0&&i("allocated tensors:",a-n.tensors),n.tensors=a,o.detectFPS=Math.round(1e3*1e3/(e.now()-n.detect))/1e3,o.frames++,o.averageMs=Math.round(1e3*(e.now()-n.start)/o.frames)/1e3,o.frames%100===0&&!t.video.paused&&i("performance",{...o,tensors:n.tensors})}n.detect=e.now(),requestAnimationFrame(l)}async function m(){if(!t.video.paused){let d=e.next(e.result);e.config.filter.flip?e.draw.canvas(d.canvas,t.canvas):e.draw.canvas(t.video,t.canvas),await e.draw.all(t.canvas,d),b(d.performance)}let a=e.now();o.drawFPS=Math.round(1e3*1e3/(a-n.draw))/1e3,n.draw=a,r(t.video.paused?"paused":`fps: ${o.detectFPS.toFixed(1).padStart(5," ")} detect | ${o.drawFPS.toFixed(1).padStart(5," ")} draw`),setTimeout(m,30)}async function M(){i("human version:",e.version,"| tfjs version:",e.tf.version["tfjs-core"]),i("platform:",e.env.platform,"| agent:",e.env.agent),r("loading..."),await e.load(),i("backend:",e.tf.getBackend(),"| available:",e.env.backends),i("models stats:",e.getModelStats()),i("models loaded:",Object.values(e.models).filter(a=>a!==null).length),r("initializing..."),await e.warmup(),await h(),await l(),await m()}window.onload=M; // demo/typescript/index.ts
import * as H from "../../dist/human.esm.js";
var humanConfig = {
async: false,
modelBasePath: "../../models",
filter: { enabled: true, equalization: false, flip: false },
face: { enabled: true, detector: { rotation: false }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true } },
body: { enabled: true },
hand: { enabled: true },
object: { enabled: false },
gesture: { enabled: true }
};
var human = new H.Human(humanConfig);
human.env.perfadd = false;
human.draw.options.font = 'small-caps 18px "Lato"';
human.draw.options.lineHeight = 20;
var dom = {
video: document.getElementById("video"),
canvas: document.getElementById("canvas"),
log: document.getElementById("log"),
fps: document.getElementById("status"),
perf: document.getElementById("performance")
};
var timestamp = { detect: 0, draw: 0, tensors: 0, start: 0 };
var fps = { detectFPS: 0, drawFPS: 0, frames: 0, averageMs: 0 };
var log = (...msg) => {
dom.log.innerText += msg.join(" ") + "\n";
console.log(...msg);
};
var status = (msg) => dom.fps.innerText = msg;
var perf = (msg) => dom.perf.innerText = "tensors:" + human.tf.memory().numTensors.toString() + " | performance: " + JSON.stringify(msg).replace(/"|{|}/g, "").replace(/,/g, " | ");
async function webCam() {
status("starting webcam...");
const options = { audio: false, video: { facingMode: "user", resizeMode: "none", width: { ideal: document.body.clientWidth }, height: { ideal: document.body.clientHeight } } };
const stream = await navigator.mediaDevices.getUserMedia(options);
const ready = new Promise((resolve) => {
dom.video.onloadeddata = () => resolve(true);
});
dom.video.srcObject = stream;
void dom.video.play();
await ready;
dom.canvas.width = dom.video.videoWidth;
dom.canvas.height = dom.video.videoHeight;
const track = stream.getVideoTracks()[0];
const capabilities = track.getCapabilities ? track.getCapabilities() : "";
const settings = track.getSettings ? track.getSettings() : "";
const constraints = track.getConstraints ? track.getConstraints() : "";
log("video:", dom.video.videoWidth, dom.video.videoHeight, track.label, { stream, track, settings, constraints, capabilities });
dom.canvas.onclick = () => {
if (dom.video.paused)
void dom.video.play();
else
dom.video.pause();
};
}
async function detectionLoop() {
if (!dom.video.paused) {
if (timestamp.start === 0)
timestamp.start = human.now();
await human.detect(dom.video);
const tensors = human.tf.memory().numTensors;
if (tensors - timestamp.tensors !== 0)
log("allocated tensors:", tensors - timestamp.tensors);
timestamp.tensors = tensors;
fps.detectFPS = Math.round(1e3 * 1e3 / (human.now() - timestamp.detect)) / 1e3;
fps.frames++;
fps.averageMs = Math.round(1e3 * (human.now() - timestamp.start) / fps.frames) / 1e3;
if (fps.frames % 100 === 0 && !dom.video.paused)
log("performance", { ...fps, tensors: timestamp.tensors });
}
timestamp.detect = human.now();
requestAnimationFrame(detectionLoop);
}
async function drawLoop() {
if (!dom.video.paused) {
const interpolated = human.next(human.result);
if (human.config.filter.flip)
human.draw.canvas(interpolated.canvas, dom.canvas);
else
human.draw.canvas(dom.video, dom.canvas);
await human.draw.all(dom.canvas, interpolated);
perf(interpolated.performance);
}
const now = human.now();
fps.drawFPS = Math.round(1e3 * 1e3 / (now - timestamp.draw)) / 1e3;
timestamp.draw = now;
status(dom.video.paused ? "paused" : `fps: ${fps.detectFPS.toFixed(1).padStart(5, " ")} detect | ${fps.drawFPS.toFixed(1).padStart(5, " ")} draw`);
setTimeout(drawLoop, 30);
}
async function main() {
log("human version:", human.version, "| tfjs version:", human.tf.version["tfjs-core"]);
log("platform:", human.env.platform, "| agent:", human.env.agent);
status("loading...");
await human.load();
log("backend:", human.tf.getBackend(), "| available:", human.env.backends);
log("models stats:", human.getModelStats());
log("models loaded:", Object.values(human.models).filter((model) => model !== null).length);
status("initializing...");
await human.warmup();
await webCam();
await detectionLoop();
await drawLoop();
}
window.onload = main;
//# sourceMappingURL=index.js.map //# sourceMappingURL=index.js.map

4
demo/typescript/index.js.map
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30
src/face/faceres.ts
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@ -19,12 +19,7 @@ import type { Gender, Race } from '../result';
export interface FaceRes { age: number, gender: Gender, genderScore: number, descriptor: number[], race?: { score: number, race: Race }[] } export interface FaceRes { age: number, gender: Gender, genderScore: number, descriptor: number[], race?: { score: number, race: Race }[] }
let model: GraphModel | null; let model: GraphModel | null;
const last: { const last: FaceRes[] = [];
age: number,
gender: Gender,
genderScore: number,
descriptor: number[],
}[] = [];
let lastTime = 0; let lastTime = 0;
let lastCount = 0; let lastCount = 0;
@ -64,22 +59,21 @@ export function enhance(input): Tensor {
} }
export async function predict(image: Tensor, config: Config, idx: number, count: number): Promise<FaceRes> { export async function predict(image: Tensor, config: Config, idx: number, count: number): Promise<FaceRes> {
if (!model?.['executor']) return { age: 0, gender: 'unknown', genderScore: 0, descriptor: [] }; const obj: FaceRes = {
age: 0 as number,
gender: 'unknown' as Gender,
genderScore: 0 as number,
descriptor: [] as number[],
};
if (!model?.['executor']) return obj;
const skipFrame = skipped < (config.face.description?.skipFrames || 0); const skipFrame = skipped < (config.face.description?.skipFrames || 0);
const skipTime = (config.face.description?.skipTime || 0) > (now() - lastTime); const skipTime = (config.face.description?.skipTime || 0) > (now() - lastTime);
if (config.skipAllowed && skipFrame && skipTime && (lastCount === count) && last[idx]?.age && (last[idx]?.age > 0)) { if (config.skipAllowed && skipFrame && skipTime && (lastCount === count) && (last?.[idx]?.age > 0) && (last?.[idx]?.genderScore > 0)) {
skipped++; skipped++;
return last[idx]; return last[idx];
} }
skipped = 0; skipped = 0;
return new Promise(async (resolve) => { return new Promise(async (resolve) => {
const obj = {
age: 0 as number,
gender: 'unknown' as Gender,
genderScore: 0 as number,
descriptor: [] as number[],
};
if (config.face.description?.enabled) { if (config.face.description?.enabled) {
const enhanced = enhance(image); const enhanced = enhance(image);
const resT = model?.execute(enhanced) as Tensor[]; const resT = model?.execute(enhanced) as Tensor[];
@ -93,11 +87,13 @@ export async function predict(image: Tensor, config: Config, idx: number, count:
obj.genderScore = Math.min(0.99, confidence); obj.genderScore = Math.min(0.99, confidence);
} }
const argmax = tf.argMax(resT.find((t) => t.shape[1] === 100), 1); const argmax = tf.argMax(resT.find((t) => t.shape[1] === 100), 1);
const age: number = (await argmax.data())[0]; const ageIdx: number = (await argmax.data())[0];
tf.dispose(argmax); tf.dispose(argmax);
const ageT = resT.find((t) => t.shape[1] === 100) as Tensor; const ageT = resT.find((t) => t.shape[1] === 100) as Tensor;
const all = await ageT.data(); const all = await ageT.data();
obj.age = Math.round(all[age - 1] > all[age + 1] ? 10 * age - 100 * all[age - 1] : 10 * age + 100 * all[age + 1]) / 10; obj.age = Math.round(all[ageIdx - 1] > all[ageIdx + 1] ? 10 * ageIdx - 100 * all[ageIdx - 1] : 10 * ageIdx + 100 * all[ageIdx + 1]) / 10;
if (Number.isNaN(gender[0]) || Number.isNaN(all[0])) log('faceres error:', { model, result: resT });
const desc = resT.find((t) => t.shape[1] === 1024); const desc = resT.find((t) => t.shape[1] === 1024);
// const reshape = desc.reshape([128, 8]); // reshape large 1024-element descriptor to 128 x 8 // const reshape = desc.reshape([128, 8]); // reshape large 1024-element descriptor to 128 x 8

6
src/tfjs/humangl.ts
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@ -93,20 +93,20 @@ export function register(instance: Human): void {
}); });
} }
} catch (err) { } catch (err) {
log('error: cannot get WebGL context:', err); log('error: cannot get webgl context:', err);
return; return;
} }
try { try {
tf.setWebGLContext(2, config.gl); tf.setWebGLContext(2, config.gl);
} catch (err) { } catch (err) {
log('error: cannot set WebGL context:', err); log('error: cannot set webgl context:', err);
return; return;
} }
try { try {
const ctx = new tf.GPGPUContext(config.gl); const ctx = new tf.GPGPUContext(config.gl);
tf.registerBackend(config.name, () => new tf.MathBackendWebGL(ctx), config.priority); tf.registerBackend(config.name, () => new tf.MathBackendWebGL(ctx), config.priority);
} catch (err) { } catch (err) {
log('error: cannot register WebGL backend:', err); log('error: cannot register webgl backend:', err);
return; return;
} }
try { try {

260
test/build.log
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@ -37,3 +37,263 @@
2022-09-02 10:22:00 STATE: Models {"folder":"../nanodet/models","models":4} 2022-09-02 10:22:00 STATE: Models {"folder":"../nanodet/models","models":4}
2022-09-02 10:22:00 STATE: Models: {"count":57,"totalSize":383017442} 2022-09-02 10:22:00 STATE: Models: {"count":57,"totalSize":383017442}
2022-09-02 10:22:00 INFO:  Human Build complete... {"logFile":"test/build.log"} 2022-09-02 10:22:00 INFO:  Human Build complete... {"logFile":"test/build.log"}
2022-09-02 10:51:37 INFO:  @vladmandic/human version 2.9.4
2022-09-02 10:51:37 INFO:  User: vlado Platform: linux Arch: x64 Node: v18.1.0
2022-09-02 10:51:37 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.4"}
2022-09-02 10:51:37 INFO:  Environment: {"profile":"development","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
2022-09-02 10:51:37 INFO:  Toolchain: {"build":"0.7.11","esbuild":"0.15.6","typescript":"4.8.2","typedoc":"0.23.13","eslint":"8.23.0"}
2022-09-02 10:51:37 INFO:  Build: {"profile":"development","steps":["serve","watch","compile"]}
2022-09-02 10:51:37 STATE: WebServer: {"ssl":false,"port":10030,"root":"."}
2022-09-02 10:51:37 STATE: WebServer: {"ssl":true,"port":10031,"root":".","sslKey":"node_modules/@vladmandic/build/cert/https.key","sslCrt":"node_modules/@vladmandic/build/cert/https.crt"}
2022-09-02 10:51:37 STATE: Watch: {"locations":["src/**/*","tfjs/**/*","demo/**/*.ts"]}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":1098}
2022-09-02 10:51:37 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":656509,"outputBytes":489924}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":1118}
2022-09-02 10:51:37 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656529,"outputBytes":489940}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":1205}
2022-09-02 10:51:37 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":656616,"outputBytes":490031}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 10:51:37 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656267,"outputBytes":492072}
2022-09-02 10:51:37 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
2022-09-02 10:51:38 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3473736,"outputBytes":1687535}
2022-09-02 10:51:38 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3473736,"outputBytes":3103587}
2022-09-02 10:51:38 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
2022-09-02 10:51:38 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":11867}
2022-09-02 10:51:38 INFO:  Listening...
2022-09-02 10:51:39 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/html","size":4640,"url":"/test/test-embedding.html","remote":"::1"}
2022-09-02 10:51:39 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/javascript","size":3103587,"url":"/dist/human.esm.js","remote":"::1"}
2022-09-02 10:51:40 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"application/octet-stream","size":5593213,"url":"/dist/human.esm.js.map","remote":"::1"}
2022-09-02 10:51:40 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"image/x-icon","size":261950,"url":"/favicon.ico","remote":"::1"}
2022-09-02 10:51:59 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/html","size":4632,"url":"/test/test-embedding.html","remote":"::1"}
2022-09-02 10:51:59 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/javascript","size":3103587,"url":"/dist/human.esm.js","remote":"::1"}
2022-09-02 10:51:59 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"image/x-icon","size":261950,"url":"/favicon.ico","remote":"::1"}
2022-09-02 10:54:47 INFO:  Watch: {"event":"modify","input":"src/face/faceres.ts"}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":1098}
2022-09-02 10:54:47 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":656527,"outputBytes":489986}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":1118}
2022-09-02 10:54:47 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656547,"outputBytes":490002}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":1205}
2022-09-02 10:54:47 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":656634,"outputBytes":490093}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 10:54:47 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656285,"outputBytes":492134}
2022-09-02 10:54:47 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
2022-09-02 10:54:47 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3473754,"outputBytes":1687577}
2022-09-02 10:54:48 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3473754,"outputBytes":3103649}
2022-09-02 10:54:48 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
2022-09-02 10:54:48 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":11867}
2022-09-02 10:55:46 INFO:  Watch: {"event":"modify","input":"src/face/faceres.ts"}
2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":1098}
2022-09-02 10:55:46 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":656465,"outputBytes":489916}
2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":1118}
2022-09-02 10:55:46 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656485,"outputBytes":489932}
2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":1205}
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2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
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2022-09-02 10:55:46 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
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2022-09-02 10:56:42 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 10:56:42 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656147,"outputBytes":492064}
2022-09-02 10:56:42 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
2022-09-02 10:56:43 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3473616,"outputBytes":1687527}
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2022-09-02 10:56:43 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
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2022-09-02 11:00:45 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 11:00:45 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 11:00:46 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656164,"outputBytes":492081}
2022-09-02 11:00:46 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
2022-09-02 11:00:46 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3473633,"outputBytes":1687535}
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2022-09-02 11:00:46 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
2022-09-02 11:00:46 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":11867}
2022-09-02 11:00:47 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/html","size":4591,"url":"/test/test-embedding.html","remote":"::1"}
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2022-09-02 11:01:08 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":1205}
2022-09-02 11:01:08 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":656496,"outputBytes":490023}
2022-09-02 11:01:08 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 11:01:08 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 11:01:08 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656147,"outputBytes":492064}
2022-09-02 11:01:08 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
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2022-09-02 11:01:08 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
2022-09-02 11:01:08 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":11867}
2022-09-02 11:01:56 INFO:  Watch: {"event":"modify","input":"src/face/faceres.ts"}
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2022-09-02 11:01:56 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656446,"outputBytes":489970}
2022-09-02 11:01:56 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":1205}
2022-09-02 11:01:56 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":656533,"outputBytes":490061}
2022-09-02 11:01:56 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":1439}
2022-09-02 11:01:56 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 11:01:56 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656184,"outputBytes":492102}
2022-09-02 11:01:56 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
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2022-09-02 11:01:57 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":4560}
2022-09-02 11:01:57 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":11867}
2022-09-02 11:02:40 DATA:  HTTPS: {"method":"GET","ver":"2.0","status":200,"mime":"text/html","size":4140,"url":"/test/test-embedding.html","remote":"::1"}
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2022-09-02 11:06:40 INFO:  Watch: {"event":"modify","input":"src/face/faceres.ts"}
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2022-09-02 11:06:40 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":2169,"outputBytes":856}
2022-09-02 11:06:40 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656204,"outputBytes":492130}
2022-09-02 11:06:41 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":2425,"outputBytes":2818325}
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