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update demos and tests

pull/356/head
Vladimir Mandic 2022-11-11 12:33:40 -05:00
parent 12ab4f0e35
commit b0695ccedf
20 changed files with 2471 additions and 45 deletions
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352
demo/faceid/index.js
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demo/faceid/index.js.map
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7
demo/faceid/index.ts
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@ -13,7 +13,8 @@ import * as indexDb from './indexdb'; // methods to deal with indexdb
const humanConfig = { // user configuration for human, used to fine-tune behavior
cacheSensitivity: 0,
modelBasePath: '../../models',
filter: { equalization: true }, // lets run with histogram equilizer
filter: { enabled: true, equalization: true }, // lets run with histogram equilizer
debug: true,
face: {
enabled: true,
detector: { rotation: true, return: true, cropFactor: 1.6, mask: false }, // return tensor is used to get detected face image
@ -275,8 +276,8 @@ async function main() { // main entry point
await detectionLoop(); // start detection loop
startTime = human.now();
current.face = await validationLoop(); // start validation loop
dom.canvas.width = current.face.tensor?.shape[1] || options.minSize;
dom.canvas.height = current.face.tensor?.shape[0] || options.minSize;
dom.canvas.width = current.face?.tensor?.shape[1] || options.minSize;
dom.canvas.height = current.face?.tensor?.shape[0] || options.minSize;
dom.source.width = dom.canvas.width;
dom.source.height = dom.canvas.height;
dom.canvas.style.width = '';

3
demo/facematch/node-match-worker.js
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@ -38,7 +38,8 @@ function match(descBuffer, options = { order: 2, multiplier: 20 }) {
if (best < threshold || best === 0) break; // short circuit
}
best = (options.order === 2) ? Math.sqrt(best) : best ** (1 / options.order);
return { index, distance: best, similarity: Math.max(0, 100 - best) / 100.0 };
const similarity = Math.round(100 * Math.max(0, 100 - best) / 100.0) / 100;
return { index, distance: best, similarity };
}
threads.parentPort?.on('message', (msg) => {

2
demo/facematch/node-match.js
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@ -15,7 +15,7 @@ const options = {
dbMax: 10000, // maximum number of records to hold in memory
threadPoolSize: 12, // number of worker threads to create in thread pool
workerSrc: './node-match-worker.js', // code that executes in the worker thread
debug: false, // verbose messages
debug: true, // verbose messages
minThreshold: 0.5, // match returns first record that meets the similarity threshold, set to 0 to always scan all records
descLength: 1024, // descriptor length
};

4
demo/multithread/index.html
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@ -9,10 +9,10 @@
<meta name="description" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
<meta name="msapplication-tooltip" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
<meta name="theme-color" content="#000000">
<link rel="manifest" href="../manifest.webmanifest">
<link rel="manifest" href="../../manifest.webmanifest">
<link rel="shortcut icon" href="../../favicon.ico" type="image/x-icon">
<link rel="apple-touch-icon" href="../../assets/icon.png">
<script src="./index.js" type="module"></script>
<script src="../multithread/index.js" type="module"></script>
<style>
@font-face { font-family: 'Lato'; font-display: swap; font-style: normal; font-weight: 100; src: local('Lato'), url('../../assets/lato-light.woff2') }
html { font-family: 'Lato', 'Segoe UI'; font-size: 16px; font-variant: small-caps; }

2
demo/multithread/index.js
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@ -8,7 +8,7 @@
import { Human } from '../../dist/human.esm.js'; // equivalent of @vladmandic/human
import GLBench from '../helpers/gl-bench.js';
const workerJS = './worker.js';
const workerJS = '../multithread/worker.js';
const config = {
main: { // processes input and runs gesture analysis

2
demo/segmentation/index.html
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@ -20,7 +20,7 @@
body { font-size: 1rem; font-family: "CenturyGothic", "Segoe UI", sans-serif; font-variant: small-caps; width: -webkit-fill-available; height: 100%; background: black; color: white; overflow: hidden; margin: 0; }
select { font-size: 1rem; font-family: "CenturyGothic", "Segoe UI", sans-serif; font-variant: small-caps; background: gray; color: white; border: none; }
</style>
<script src="index.js" type="module"></script>
<script src="../segmentation/index.js" type="module"></script>
</head>
<body>
<noscript><h1>javascript is required</h1></noscript>

2
demo/segmentation/index.js
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@ -44,7 +44,7 @@ async function main() {
// set defaults
dom.fps.innerText = 'initializing';
dom.ratio.valueAsNumber = human.config.segmentation.ratio;
dom.video.src = '../assets/rijeka.mp4';
dom.video.src = 'https://vladmandic.github.io/segmentation/assets/rijeka.mp4';
dom.composite.innerHTML = ['source-atop', 'color', 'color-burn', 'color-dodge', 'copy', 'darken', 'destination-atop', 'destination-in', 'destination-out', 'destination-over', 'difference', 'exclusion', 'hard-light', 'hue', 'lighten', 'lighter', 'luminosity', 'multiply', 'overlay', 'saturation', 'screen', 'soft-light', 'source-in', 'source-out', 'source-over', 'xor'].map((gco) => `<option value="${gco}">${gco}</option>`).join(''); // eslint-disable-line max-len
const ctxMerge = dom.merge.getContext('2d');

96
demo/typescript/index.js
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@ -4,6 +4,98 @@
author: <https://github.com/vladmandic>'
*/
import*as m from"../../dist/human.esm.js";var f=1920,g={modelBasePath:"../../models",filter:{enabled:!0,equalization:!1,flip:!1,width:f},face:{enabled:!0,detector:{rotation:!0},mesh:{enabled:!0},attention:{enabled:!1},iris:{enabled:!0},description:{enabled:!0},emotion:{enabled:!0},antispoof:{enabled:!0},liveness:{enabled:!0}},body:{enabled:!0},hand:{enabled:!0},object:{enabled:!1},segmentation:{enabled:!1},gesture:{enabled:!0}},e=new m.Human(g);e.env.perfadd=!1;e.draw.options.font='small-caps 18px "Lato"';e.draw.options.lineHeight=20;var a={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},s=(...t)=>{a.log.innerText+=t.join(" ")+`
`,console.log(...t)},r=t=>a.fps.innerText=t,b=t=>a.perf.innerText="tensors:"+e.tf.memory().numTensors.toString()+" | performance: "+JSON.stringify(t).replace(/"|{|}/g,"").replace(/,/g," | ");async function u(){if(!a.video.paused){n.start===0&&(n.start=e.now()),await e.detect(a.video);let t=e.tf.memory().numTensors;t-n.tensors!==0&&s("allocated tensors:",t-n.tensors),n.tensors=t,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&&!a.video.paused&&s("performance",{...o,tensors:n.tensors})}n.detect=e.now(),requestAnimationFrame(u)}async function p(){var d,i,l;if(!a.video.paused){let c=e.next(e.result),w=await e.image(a.video);e.draw.canvas(w.canvas,a.canvas);let v={bodyLabels:`person confidence [score] and ${(l=(i=(d=e.result)==null?void 0:d.body)==null?void 0:i[0])==null?void 0:l.keypoints.length} keypoints`};await e.draw.all(a.canvas,c,v),b(c.performance)}let t=e.now();o.drawFPS=Math.round(1e3*1e3/(t-n.draw))/1e3,n.draw=t,r(a.video.paused?"paused":`fps: ${o.detectFPS.toFixed(1).padStart(5," ")} detect | ${o.drawFPS.toFixed(1).padStart(5," ")} draw`),setTimeout(p,30)}async function h(){await e.webcam.start({element:a.video,crop:!0,width:f}),a.canvas.width=e.webcam.width,a.canvas.height=e.webcam.height,a.canvas.onclick=async()=>{e.webcam.paused?await e.webcam.play():e.webcam.pause()}}async function y(){s("human version:",e.version,"| tfjs version:",e.tf.version["tfjs-core"]),s("platform:",e.env.platform,"| agent:",e.env.agent),r("loading..."),await e.load(),s("backend:",e.tf.getBackend(),"| available:",e.env.backends),s("models stats:",e.getModelStats()),s("models loaded:",Object.values(e.models).filter(t=>t!==null).length),s("environment",e.env),r("initializing..."),await e.warmup(),await h(),await u(),await p()}window.onload=y;
// demo/typescript/index.ts
import * as H from "../../dist/human.esm.js";
var width = 1920;
var humanConfig = {
modelBasePath: "../../models",
filter: { enabled: true, equalization: false, flip: false, width },
face: { enabled: true, detector: { rotation: true }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true }, antispoof: { enabled: true }, liveness: { enabled: true } },
body: { enabled: true },
hand: { enabled: true },
object: { enabled: false },
segmentation: { 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 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() {
var _a, _b, _c;
if (!dom.video.paused) {
const interpolated = human.next(human.result);
const processed = await human.image(dom.video);
human.draw.canvas(processed.canvas, dom.canvas);
const opt = { bodyLabels: `person confidence [score] and ${(_c = (_b = (_a = human.result) == null ? void 0 : _a.body) == null ? void 0 : _b[0]) == null ? void 0 : _c.keypoints.length} keypoints` };
await human.draw.all(dom.canvas, interpolated, opt);
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 webCam() {
await human.webcam.start({ element: dom.video, crop: true, width });
dom.canvas.width = human.webcam.width;
dom.canvas.height = human.webcam.height;
dom.canvas.onclick = async () => {
if (human.webcam.paused)
await human.webcam.play();
else
human.webcam.pause();
};
}
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);
log("environment", human.env);
status("initializing...");
await human.warmup();
await webCam();
await detectionLoop();
await drawLoop();
}
window.onload = main;
//# sourceMappingURL=index.js.map

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demo/typescript/index.js.map
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23
src/image/enhance.ts
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@ -16,13 +16,18 @@ export async function histogramEqualization(inputImage: Tensor): Promise<Tensor>
const maxValue = Math.max(absMax[0][0], absMax[1][0], absMax[2][0]);
const maxRange = maxValue > 1 ? 255 : 1;
const factor = maxRange / maxValue;
const sub = [tf.sub(rgb[0], min[0]), tf.sub(rgb[1], min[1]), tf.sub(rgb[2], min[2])]; // channels offset by min values
const range = [tf.sub(max[0], min[0]), tf.sub(max[1], min[1]), tf.sub(max[2], min[2])]; // channel ranges
// const fact = [tf.div(maxRange, absMax[0]), tf.div(maxRange, absMax[1]), tf.div(maxRange, absMax[1])]; // factors between
const enh = [tf.mul(sub[0], factor), tf.mul(sub[1], factor), tf.mul(sub[2], factor)];
const stack = tf.stack([enh[0], enh[1], enh[2]], 2);
const reshape = tf.reshape(stack, [1, squeeze.shape[0] || 0, squeeze.shape[1] || 0, 3]);
const final = tf.squeeze(reshape);
tf.dispose([...rgb, ...min, ...max, ...sub, ...range, ...enh, rgb, squeeze, reshape]);
return final; // output shape is [height, width, 3]
let final: Tensor;
if (factor > 1) {
const sub = [tf.sub(rgb[0], min[0]), tf.sub(rgb[1], min[1]), tf.sub(rgb[2], min[2])]; // channels offset by min values
const range = [tf.sub(max[0], min[0]), tf.sub(max[1], min[1]), tf.sub(max[2], min[2])]; // channel ranges
// const fact = [tf.div(maxRange, absMax[0]), tf.div(maxRange, absMax[1]), tf.div(maxRange, absMax[1])]; // factors between
const enh = [tf.mul(sub[0], factor), tf.mul(sub[1], factor), tf.mul(sub[2], factor)];
const stack = tf.stack([enh[0], enh[1], enh[2]], 2);
final = tf.reshape(stack, [1, squeeze.shape[0] || 0, squeeze.shape[1] || 0, 3]);
tf.dispose([...sub, ...range, ...enh]);
} else {
final = tf.expandDims(squeeze, 0);
}
tf.dispose([...rgb, ...min, ...max, rgb, squeeze, inputImage]);
return final;
}

2
src/image/image.ts
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@ -238,6 +238,7 @@ export async function process(input: Input, config: Config, getTensor: boolean =
if (!pixels) throw new Error('input error: cannot create tensor');
const casted: Tensor = tf.cast(pixels, 'float32');
const tensor: Tensor = config.filter.equalization ? await enhance.histogramEqualization(casted) : tf.expandDims(casted, 0);
tf.dispose([pixels, casted]);
if (config.filter.autoBrightness) {
const max = tf.max(tensor);
@ -246,7 +247,6 @@ export async function process(input: Input, config: Config, getTensor: boolean =
tf.dispose(max);
}
tf.dispose([pixels, casted]);
return { tensor: tensor as Tensor4D, canvas: (config.filter.return ? outCanvas : null) };
}

2
src/warmup.ts
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@ -63,7 +63,7 @@ async function warmupCanvas(instance: Human): Promise<Result | undefined> {
const ctx = canvas.getContext('2d') as CanvasRenderingContext2D;
if (ctx) ctx.drawImage(img, 0, 0);
// const data = ctx?.getImageData(0, 0, canvas.height, canvas.width);
const tensor = await instance.image(canvas);
const tensor = await instance.image(canvas, true);
const res = tensor.tensor ? await instance.detect(tensor.tensor, instance.config) : undefined;
resolve(res);
}

6
test/browser.sh
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@ -1,7 +1,7 @@
#!/bin/sh
BROWSER="/mnt/c/Users/mandi/AppData/Local/Google/Chrome SxS/Application/chrome.exe"
PARAMS="--enable-unsafe-gpu --allow-insecure-localhost --auto-open-devtools-for-tabs"
PARAMS="--enable-unsafe-gpu --allow-insecure-localhost --auto-open-devtools-for-tabs --unsafely-treat-insecure-origin-as-secure=https:/localhost:8001"
"$BROWSER" $PARAMS https://localhost:10031/test/test-browser-iife.html
"$BROWSER" $PARAMS https://localhost:10031/test/test-browser-esm.html
"$BROWSER" $PARAMS https://localhost:8001/test/test-browser-iife.html
"$BROWSER" $PARAMS https://localhost:8001/test/test-browser-esm.html

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test/build.log
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5
test/test-browser-esm.js
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@ -97,11 +97,12 @@ async function testMatch() {
human.reset();
await human.warmup({ warmup: 'face' });
const img1 = await image('../../samples/in/ai-body.jpg');
const input1 = await human.image(img1);
const input1 = await human.image(img1, true);
const img2 = await image('../../samples/in/ai-face.jpg');
const input2 = await human.image(img2);
const input2 = await human.image(img2, true);
const res1 = await human.detect(input1.tensor);
const res2 = await human.detect(input2.tensor);
human.tf.dispose(input1.tensor, input2.tensor);
const desc1 = res1?.face?.[0]?.embedding;
const desc2 = res2?.face?.[0]?.embedding;
const similarity = await human.similarity(desc1, desc2);

2
test/test-browser-iife.js
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@ -73,7 +73,7 @@ async function testDefault(title, testConfig = {}) {
const ops = await human.check();
if (ops && ops.length > 0) log(' missing ops', ops);
const img = await image('../../samples/in/ai-body.jpg');
const input = await human.image(img); // process image
const input = await human.image(img, true); // process image
draw(input.canvas);
res = await human.warmup({ warmup: 'face' }); // warmup
draw(res.canvas);

4
test/test-node-main.js
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@ -356,8 +356,8 @@ async function test(Human, inputConfig) {
// test image processing
log('info', 'test: image process');
const img1 = await human.image(null);
const img2 = await human.image(await getImage(human, 'samples/in/ai-face.jpg'));
const img1 = await human.image(null, true);
const img2 = await human.image(await getImage(human, 'samples/in/ai-face.jpg'), true);
if (!img1 || !img2 || img1.tensor !== null || img2.tensor?.shape?.length !== 4) log('error', 'failed: image input', img1?.tensor?.shape, img2?.tensor?.shape);
else log('state', 'passed: image input', img1?.tensor?.shape, img2?.tensor?.shape);

666
test/test.log
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@ -1,7 +1,659 @@
2022-10-25 17:03:39 INFO:  @vladmandic/human version 3.0.0
2022-10-25 17:03:39 INFO:  User: vlado Platform: linux Arch: x64 Node: v18.10.0
2022-10-25 17:03:39 INFO:  demos: [{"cmd":"../demo/nodejs/node.js","args":[]},{"cmd":"../demo/nodejs/node-simple.js","args":[]},{"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]},{"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]},{"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]},{"cmd":"../demo/nodejs/process-folder.js","args":["samples"]},{"cmd":"../demo/multithread/node-multiprocess.js","args":[]},{"cmd":"../demo/facematch/node-match.js","args":[]}]
2022-10-25 17:03:39 INFO:  {"cmd":"../demo/nodejs/node.js","args":[]} start
2022-10-25 17:03:40 INFO:  {"cmd":"../demo/nodejs/node-simple.js","args":[]} start
2022-10-25 17:03:41 INFO:  {"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]} start
2022-10-25 17:03:41 INFO:  {"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]} start
2022-11-11 12:27:21 INFO:  @vladmandic/human version 3.0.0
2022-11-11 12:27:21 INFO:  User: vlado Platform: linux Arch: x64 Node: v18.10.0
2022-11-11 12:27:21 INFO:  demos: [{"cmd":"../demo/nodejs/node.js","args":[]},{"cmd":"../demo/nodejs/node-simple.js","args":[]},{"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]},{"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]},{"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]},{"cmd":"../demo/nodejs/process-folder.js","args":["samples"]},{"cmd":"../demo/multithread/node-multiprocess.js","args":[]},{"cmd":"../demo/facematch/node-match.js","args":[]}]
2022-11-11 12:27:21 INFO:  {"cmd":"../demo/nodejs/node.js","args":[]} start
2022-11-11 12:27:22 INFO:  {"cmd":"../demo/nodejs/node-simple.js","args":[]} start
2022-11-11 12:27:23 INFO:  {"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]} start
2022-11-11 12:27:24 INFO:  {"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]} start
2022-11-11 12:27:24 INFO:  {"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]} start
2022-11-11 12:27:25 INFO:  {"cmd":"../demo/nodejs/process-folder.js","args":["samples"]} start
2022-11-11 12:27:27 INFO:  {"cmd":"../demo/multithread/node-multiprocess.js","args":[]} start
2022-11-11 12:27:40 INFO:  {"cmd":"../demo/facematch/node-match.js","args":[]} start
2022-11-11 12:27:42 INFO:  tests: ["test-node-load.js","test-node-gear.js","test-backend-node.js","test-backend-node-gpu.js","test-backend-node-wasm.js"]
2022-11-11 12:27:42 INFO: 
2022-11-11 12:27:42 INFO:  test-node-load.js start
2022-11-11 12:27:42 INFO:  test-node-load.js load start {"human":"3.0.0","tf":"4.0.0","progress":0}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":0,"progress":0}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":10,"progress":0}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":22,"progress":0.05339166087267679}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":33,"progress":0.2135162934143239}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":56,"progress":0.3299591712723044}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":73,"progress":0.5125946867158943}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":83,"progress":0.7259096583739463}
2022-11-11 12:27:42 STATE: test-node-load.js passed {"progress":1}
2022-11-11 12:27:42 INFO:  test-node-load.js load final {"progress":1}
2022-11-11 12:27:42 DATA:  test-node-load.js load interval {"elapsed":500,"progress":1}
2022-11-11 12:27:42 INFO: 
2022-11-11 12:27:42 INFO:  test-node-gear.js start
2022-11-11 12:27:43 DATA:  test-node-gear.js input: ["samples/in/ai-face.jpg"]
2022-11-11 12:27:43 STATE: test-node-gear.js passed: gear faceres samples/in/ai-face.jpg
2022-11-11 12:27:43 DATA:  test-node-gear.js results {"face":0,"model":"faceres","image":"samples/in/ai-face.jpg","age":23.5,"gender":"female","genderScore":0.92}
2022-11-11 12:27:44 STATE: test-node-gear.js passed: gear gear samples/in/ai-face.jpg
2022-11-11 12:27:44 DATA:  test-node-gear.js results {"face":0,"model":"gear","image":"samples/in/ai-face.jpg","age":23.3,"gender":"female","genderScore":0.51,"race":[{"score":0.93,"race":"white"}]}
2022-11-11 12:27:44 STATE: test-node-gear.js passed: gear ssrnet samples/in/ai-face.jpg
2022-11-11 12:27:44 DATA:  test-node-gear.js results {"face":0,"model":"ssrnet","image":"samples/in/ai-face.jpg","age":23.4,"gender":"female","genderScore":0.99}
2022-11-11 12:27:44 INFO: 
2022-11-11 12:27:44 INFO:  test-backend-node.js start
2022-11-11 12:27:44 INFO:  test-backend-node.js test: configuration validation
2022-11-11 12:27:44 STATE: test-backend-node.js passed: configuration default validation []
2022-11-11 12:27:44 STATE: test-backend-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}]
2022-11-11 12:27:44 INFO:  test-backend-node.js test: model load
2022-11-11 12:27:44 STATE: test-backend-node.js passed: models loaded 25 11 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"meet","loaded":false,"url":null},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"selfie","loaded":false,"url":null},{"name":"rvm","loaded":false,"url":null},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}]
2022-11-11 12:27:44 INFO:  test-backend-node.js memory: {"memory":{"unreliable":true,"numTensors":1785,"numDataBuffers":1785,"numBytes":63247332}}
2022-11-11 12:27:44 INFO:  test-backend-node.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63247332,"numTensors":1785,"numStringTensors":0,"numDataBuffers":1785,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}}
2022-11-11 12:27:44 INFO:  test-backend-node.js test: warmup
2022-11-11 12:27:44 STATE: test-backend-node.js passed: create human
2022-11-11 12:27:44 INFO:  test-backend-node.js human version: 3.0.0
2022-11-11 12:27:44 INFO:  test-backend-node.js platform: linux x64 agent: NodeJS v18.10.0
2022-11-11 12:27:44 INFO:  test-backend-node.js tfjs version: 4.0.0
2022-11-11 12:27:44 INFO:  test-backend-node.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.10.0","backends":["cpu","tensorflow"],"initial":false,"tfjs":{"version":"4.0.0"},"offscreen":false,"perfadd":false,"tensorflow":{"version":"2.9.1","gpu":false},"wasm":{"supported":true,"backend":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":169}
2022-11-11 12:27:44 STATE: test-backend-node.js passed: set backend: tensorflow
2022-11-11 12:27:44 STATE: test-backend-node.js tensors 1785
2022-11-11 12:27:44 STATE: test-backend-node.js passed: load models
2022-11-11 12:27:44 STATE: test-backend-node.js result: defined models: 25 loaded models: 11
2022-11-11 12:27:44 STATE: test-backend-node.js passed: warmup: none default
2022-11-11 12:27:44 DATA:  test-backend-node.js result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {}
2022-11-11 12:27:44 DATA:  test-backend-node.js result: performance: load: null total: null
2022-11-11 12:27:44 STATE: test-backend-node.js passed: warmup none result match
2022-11-11 12:27:44 STATE: test-backend-node.js event: image
2022-11-11 12:27:44 STATE: test-backend-node.js event: detect
2022-11-11 12:27:44 STATE: test-backend-node.js event: warmup
2022-11-11 12:27:44 STATE: test-backend-node.js passed: warmup: face default
2022-11-11 12:27:44 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4}
2022-11-11 12:27:44 DATA:  test-backend-node.js result: performance: load: null total: 449
2022-11-11 12:27:44 STATE: test-backend-node.js passed: warmup face result match
2022-11-11 12:27:44 STATE: test-backend-node.js event: image
2022-11-11 12:27:45 STATE: test-backend-node.js event: detect
2022-11-11 12:27:45 STATE: test-backend-node.js event: warmup
2022-11-11 12:27:45 STATE: test-backend-node.js passed: warmup: body default
2022-11-11 12:27:45 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:45 DATA:  test-backend-node.js result: performance: load: null total: 353
2022-11-11 12:27:45 STATE: test-backend-node.js passed: warmup body result match
2022-11-11 12:27:45 STATE: test-backend-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]}
2022-11-11 12:27:45 INFO:  test-backend-node.js test: details verification
2022-11-11 12:27:45 STATE: test-backend-node.js start default
2022-11-11 12:27:45 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:45 STATE: test-backend-node.js event: image
2022-11-11 12:27:45 STATE: test-backend-node.js event: detect
2022-11-11 12:27:45 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg default
2022-11-11 12:27:45 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:45 DATA:  test-backend-node.js result: performance: load: null total: 331
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face length 1
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face score 1 0.93 1
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face age/gender 23.7 female 0.97 85.47
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face arrays 4 478 1024
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"}
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face anti-spoofing 0.79
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details face liveness 0.83
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details body length 1
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details body 0.92 17 6
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details hand length 1
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details hand 0.51 0.73 point
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details hand arrays 21 5 7
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details gesture length 7
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details gesture first {"face":0,"gesture":"facing right"}
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details object length 1
2022-11-11 12:27:45 STATE: test-backend-node.js passed: details object 0.72 person
2022-11-11 12:27:46 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928}
2022-11-11 12:27:46 STATE: test-backend-node.js event: image
2022-11-11 12:27:46 STATE: test-backend-node.js event: detect
2022-11-11 12:27:46 STATE: test-backend-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32
2022-11-11 12:27:46 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928}
2022-11-11 12:27:46 STATE: test-backend-node.js event: image
2022-11-11 12:27:46 STATE: test-backend-node.js event: detect
2022-11-11 12:27:46 STATE: test-backend-node.js passed: tensor shape: [1200,1200,4] dtype: float32
2022-11-11 12:27:47 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:47 STATE: test-backend-node.js event: image
2022-11-11 12:27:47 STATE: test-backend-node.js event: detect
2022-11-11 12:27:47 STATE: test-backend-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32
2022-11-11 12:27:47 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:47 STATE: test-backend-node.js event: image
2022-11-11 12:27:47 STATE: test-backend-node.js event: detect
2022-11-11 12:27:47 STATE: test-backend-node.js passed: tensor shape: [1200,1200,3] dtype: float32
2022-11-11 12:27:48 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871}
2022-11-11 12:27:48 STATE: test-backend-node.js event: image
2022-11-11 12:27:48 STATE: test-backend-node.js event: detect
2022-11-11 12:27:48 STATE: test-backend-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32
2022-11-11 12:27:48 INFO:  test-backend-node.js test default
2022-11-11 12:27:48 STATE: test-backend-node.js start async
2022-11-11 12:27:48 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:48 STATE: test-backend-node.js event: image
2022-11-11 12:27:48 STATE: test-backend-node.js event: detect
2022-11-11 12:27:48 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg async
2022-11-11 12:27:48 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:48 DATA:  test-backend-node.js result: performance: load: null total: 313
2022-11-11 12:27:48 STATE: test-backend-node.js passed: default result face match 1 female 0.97
2022-11-11 12:27:48 INFO:  test-backend-node.js test sync
2022-11-11 12:27:48 STATE: test-backend-node.js start sync
2022-11-11 12:27:49 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:49 STATE: test-backend-node.js event: image
2022-11-11 12:27:49 STATE: test-backend-node.js event: detect
2022-11-11 12:27:49 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg sync
2022-11-11 12:27:49 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:49 DATA:  test-backend-node.js result: performance: load: null total: 310
2022-11-11 12:27:49 STATE: test-backend-node.js passed: default sync 1 female 0.97
2022-11-11 12:27:49 INFO:  test-backend-node.js test: image process
2022-11-11 12:27:49 STATE: test-backend-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:27:49 STATE: test-backend-node.js passed: image input null [1,256,256,3]
2022-11-11 12:27:49 INFO:  test-backend-node.js test: image null
2022-11-11 12:27:49 STATE: test-backend-node.js passed: invalid input could not convert input to tensor
2022-11-11 12:27:49 INFO:  test-backend-node.js test face similarity
2022-11-11 12:27:49 STATE: test-backend-node.js start face similarity
2022-11-11 12:27:49 STATE: test-backend-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:27:49 STATE: test-backend-node.js event: image
2022-11-11 12:27:49 STATE: test-backend-node.js event: detect
2022-11-11 12:27:49 STATE: test-backend-node.js passed: detect: samples/in/ai-face.jpg face similarity
2022-11-11 12:27:49 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3}
2022-11-11 12:27:49 DATA:  test-backend-node.js result: performance: load: null total: 310
2022-11-11 12:27:49 STATE: test-backend-node.js start face similarity
2022-11-11 12:27:49 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:49 STATE: test-backend-node.js event: image
2022-11-11 12:27:50 STATE: test-backend-node.js event: detect
2022-11-11 12:27:50 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg face similarity
2022-11-11 12:27:50 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:50 DATA:  test-backend-node.js result: performance: load: null total: 319
2022-11-11 12:27:50 STATE: test-backend-node.js start face similarity
2022-11-11 12:27:50 STATE: test-backend-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024}
2022-11-11 12:27:50 STATE: test-backend-node.js event: image
2022-11-11 12:27:50 STATE: test-backend-node.js event: detect
2022-11-11 12:27:50 STATE: test-backend-node.js passed: detect: samples/in/ai-upper.jpg face similarity
2022-11-11 12:27:50 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7}
2022-11-11 12:27:50 DATA:  test-backend-node.js result: performance: load: null total: 282
2022-11-11 12:27:50 STATE: test-backend-node.js passed: face descriptor
2022-11-11 12:27:50 STATE: test-backend-node.js passed: face similarity {"similarity":[1,0.44727441595492046,0.556793560189727],"descriptors":[1024,1024,1024]}
2022-11-11 12:27:50 INFO:  test-backend-node.js test object
2022-11-11 12:27:50 STATE: test-backend-node.js start object
2022-11-11 12:27:50 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:50 STATE: test-backend-node.js event: image
2022-11-11 12:27:51 STATE: test-backend-node.js event: detect
2022-11-11 12:27:51 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:27:51 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:51 DATA:  test-backend-node.js result: performance: load: null total: 317
2022-11-11 12:27:51 STATE: test-backend-node.js passed: centernet
2022-11-11 12:27:51 STATE: test-backend-node.js start object
2022-11-11 12:27:52 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:52 STATE: test-backend-node.js event: image
2022-11-11 12:27:52 STATE: test-backend-node.js event: detect
2022-11-11 12:27:52 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:27:52 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:27:52 DATA:  test-backend-node.js result: performance: load: null total: 313
2022-11-11 12:27:52 STATE: test-backend-node.js passed: nanodet
2022-11-11 12:27:52 INFO:  test-backend-node.js test sensitive
2022-11-11 12:27:52 STATE: test-backend-node.js start sensitive
2022-11-11 12:27:52 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:52 STATE: test-backend-node.js event: image
2022-11-11 12:27:53 STATE: test-backend-node.js event: detect
2022-11-11 12:27:53 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg sensitive
2022-11-11 12:27:53 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:27:53 DATA:  test-backend-node.js result: performance: load: null total: 283
2022-11-11 12:27:53 STATE: test-backend-node.js passed: sensitive result match
2022-11-11 12:27:53 STATE: test-backend-node.js passed: sensitive face result match
2022-11-11 12:27:53 STATE: test-backend-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}]
2022-11-11 12:27:53 STATE: test-backend-node.js passed: sensitive body result match
2022-11-11 12:27:53 STATE: test-backend-node.js passed: sensitive hand result match
2022-11-11 12:27:53 INFO:  test-backend-node.js test body
2022-11-11 12:27:53 STATE: test-backend-node.js start blazepose
2022-11-11 12:27:55 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:55 STATE: test-backend-node.js event: image
2022-11-11 12:27:55 STATE: test-backend-node.js event: detect
2022-11-11 12:27:55 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg blazepose
2022-11-11 12:27:55 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39}
2022-11-11 12:27:55 DATA:  test-backend-node.js result: performance: load: null total: 361
2022-11-11 12:27:55 STATE: test-backend-node.js passed: blazepose
2022-11-11 12:27:55 STATE: test-backend-node.js start efficientpose
2022-11-11 12:27:56 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:56 STATE: test-backend-node.js event: image
2022-11-11 12:27:56 STATE: test-backend-node.js event: detect
2022-11-11 12:27:56 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg efficientpose
2022-11-11 12:27:56 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13}
2022-11-11 12:27:56 DATA:  test-backend-node.js result: performance: load: null total: 343
2022-11-11 12:27:56 STATE: test-backend-node.js passed: efficientpose
2022-11-11 12:27:56 STATE: test-backend-node.js start posenet
2022-11-11 12:27:57 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:57 STATE: test-backend-node.js event: image
2022-11-11 12:27:57 STATE: test-backend-node.js event: detect
2022-11-11 12:27:57 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg posenet
2022-11-11 12:27:57 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16}
2022-11-11 12:27:57 DATA:  test-backend-node.js result: performance: load: null total: 269
2022-11-11 12:27:57 STATE: test-backend-node.js passed: posenet
2022-11-11 12:27:57 STATE: test-backend-node.js start movenet
2022-11-11 12:27:57 STATE: test-backend-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864}
2022-11-11 12:27:57 STATE: test-backend-node.js event: image
2022-11-11 12:27:57 STATE: test-backend-node.js event: detect
2022-11-11 12:27:57 STATE: test-backend-node.js passed: detect: samples/in/ai-body.jpg movenet
2022-11-11 12:27:57 DATA:  test-backend-node.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:27:57 DATA:  test-backend-node.js result: performance: load: null total: 282
2022-11-11 12:27:57 STATE: test-backend-node.js passed: movenet
2022-11-11 12:27:57 INFO:  test-backend-node.js test face matching
2022-11-11 12:27:57 STATE: test-backend-node.js passed: face database 40
2022-11-11 12:27:57 STATE: test-backend-node.js passed: face match {"first":{"index":4,"similarity":0.7827852251220577}} {"second":{"index":4,"similarity":0.5002052057057577}} {"third":{"index":4,"similarity":0.5401588464054732}}
2022-11-11 12:27:57 INFO:  test-backend-node.js test face similarity alternative
2022-11-11 12:27:57 STATE: test-backend-node.js start face embeddings
2022-11-11 12:27:58 STATE: test-backend-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:27:58 STATE: test-backend-node.js event: image
2022-11-11 12:27:58 ERROR: test-backend-node.js failed: testDetect face embeddings
2022-11-11 12:27:58 ERROR: test-backend-node.js uncaughtException {"name":"TypeError","message":"Cannot read properties of undefined (reading 'img_inputs')","stack":["TypeError: Cannot read properties of undefined (reading 'img_inputs')"," at /home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30706:69"," at Array.reduce (<anonymous>)"," at GraphModel.normalizeInputs (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30705:32)"," at GraphModel.execute (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30777:23)"," at /home/vlado/dev/human/dist/human.node.js:11179:25"," at new Promise (<anonymous>)"," at predict14 (/home/vlado/dev/human/dist/human.node.js:11173:10)"," at detectFace (/home/vlado/dev/human/dist/human.node.js:13461:112)"," at process.processTicksAndRejections (node:internal/process/task_queues:95:5)"," at async /home/vlado/dev/human/dist/human.node.js:15084:46"]}
2022-11-11 12:27:58 INFO: 
2022-11-11 12:27:58 INFO:  test-backend-node-gpu.js start
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js test: configuration validation
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: configuration default validation []
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}]
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js test: model load
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: models loaded 25 11 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"meet","loaded":false,"url":null},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"selfie","loaded":false,"url":null},{"name":"rvm","loaded":false,"url":null},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}]
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js memory: {"memory":{"unreliable":true,"numTensors":1785,"numDataBuffers":1785,"numBytes":63247332}}
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63247332,"numTensors":1785,"numStringTensors":0,"numDataBuffers":1785,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}}
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js test: warmup
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: create human
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js human version: 3.0.0
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js platform: linux x64 agent: NodeJS v18.10.0
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js tfjs version: 4.0.0
2022-11-11 12:27:59 INFO:  test-backend-node-gpu.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.10.0","backends":["cpu","tensorflow"],"initial":false,"tfjs":{"version":"4.0.0"},"offscreen":false,"perfadd":false,"tensorflow":{"version":"2.9.1","gpu":true},"wasm":{"supported":true,"backend":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":169}
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: set backend: tensorflow
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js tensors 1785
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: load models
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js result: defined models: 25 loaded models: 11
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: warmup: none default
2022-11-11 12:27:59 DATA:  test-backend-node-gpu.js result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {}
2022-11-11 12:27:59 DATA:  test-backend-node-gpu.js result: performance: load: null total: null
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js passed: warmup none result match
2022-11-11 12:27:59 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:01 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:01 STATE: test-backend-node-gpu.js event: warmup
2022-11-11 12:28:01 STATE: test-backend-node-gpu.js passed: warmup: face default
2022-11-11 12:28:01 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4}
2022-11-11 12:28:01 DATA:  test-backend-node-gpu.js result: performance: load: null total: 2170
2022-11-11 12:28:01 STATE: test-backend-node-gpu.js passed: warmup face result match
2022-11-11 12:28:01 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: warmup
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: warmup: body default
2022-11-11 12:28:02 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:02 DATA:  test-backend-node-gpu.js result: performance: load: null total: 173
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: warmup body result match
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]}
2022-11-11 12:28:02 INFO:  test-backend-node-gpu.js test: details verification
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js start default
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg default
2022-11-11 12:28:02 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:02 DATA:  test-backend-node-gpu.js result: performance: load: null total: 178
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face length 1
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face score 1 0.93 1
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face arrays 4 478 1024
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"}
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face anti-spoofing 0.79
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details face liveness 0.83
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details body length 1
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details body 0.92 17 6
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details hand length 1
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details hand 0.51 0.73 point
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details hand arrays 21 5 7
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details gesture length 7
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"}
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details object length 1
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: details object 0.72 person
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928}
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:02 STATE: test-backend-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928}
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:03 STATE: test-backend-node-gpu.js passed: tensor shape: [1200,1200,3] dtype: float32
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871}
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: int32
2022-11-11 12:28:04 INFO:  test-backend-node-gpu.js test default
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js start async
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg async
2022-11-11 12:28:04 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:04 DATA:  test-backend-node-gpu.js result: performance: load: null total: 153
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: default result face match 1 female 0.97
2022-11-11 12:28:04 INFO:  test-backend-node-gpu.js test sync
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js start sync
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg sync
2022-11-11 12:28:04 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:04 DATA:  test-backend-node-gpu.js result: performance: load: null total: 148
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: default sync 1 female 0.97
2022-11-11 12:28:04 INFO:  test-backend-node-gpu.js test: image process
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: image input null [1,256,256,3]
2022-11-11 12:28:04 INFO:  test-backend-node-gpu.js test: image null
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: invalid input could not convert input to tensor
2022-11-11 12:28:04 INFO:  test-backend-node-gpu.js test face similarity
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js start face similarity
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:28:04 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-face.jpg face similarity
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3}
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: performance: load: null total: 140
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js start face similarity
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg face similarity
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: performance: load: null total: 143
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js start face similarity
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056}
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-upper.jpg face similarity
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7}
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: performance: load: null total: 135
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: face descriptor
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: face similarity {"similarity":[1,0.4475002983522097,0.5570879556505012],"descriptors":[1024,1024,1024]}
2022-11-11 12:28:05 INFO:  test-backend-node-gpu.js test object
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js start object
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:05 DATA:  test-backend-node-gpu.js result: performance: load: null total: 145
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js passed: centernet
2022-11-11 12:28:05 STATE: test-backend-node-gpu.js start object
2022-11-11 12:28:06 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:06 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:28:07 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:07 DATA:  test-backend-node-gpu.js result: performance: load: null total: 545
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: nanodet
2022-11-11 12:28:07 INFO:  test-backend-node-gpu.js test sensitive
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js start sensitive
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg sensitive
2022-11-11 12:28:07 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:28:07 DATA:  test-backend-node-gpu.js result: performance: load: null total: 112
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: sensitive result match
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: sensitive face result match
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}]
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: sensitive body result match
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js passed: sensitive hand result match
2022-11-11 12:28:07 INFO:  test-backend-node-gpu.js test body
2022-11-11 12:28:07 STATE: test-backend-node-gpu.js start blazepose
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg blazepose
2022-11-11 12:28:09 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39}
2022-11-11 12:28:09 DATA:  test-backend-node-gpu.js result: performance: load: null total: 258
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js passed: blazepose
2022-11-11 12:28:09 STATE: test-backend-node-gpu.js start efficientpose
2022-11-11 12:28:10 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:10 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg efficientpose
2022-11-11 12:28:11 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13}
2022-11-11 12:28:11 DATA:  test-backend-node-gpu.js result: performance: load: null total: 913
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js passed: efficientpose
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js start posenet
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg posenet
2022-11-11 12:28:11 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16}
2022-11-11 12:28:11 DATA:  test-backend-node-gpu.js result: performance: load: null total: 215
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js passed: posenet
2022-11-11 12:28:11 STATE: test-backend-node-gpu.js start movenet
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928}
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js event: detect
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: detect: samples/in/ai-body.jpg movenet
2022-11-11 12:28:12 DATA:  test-backend-node-gpu.js result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:28:12 DATA:  test-backend-node-gpu.js result: performance: load: null total: 131
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: movenet
2022-11-11 12:28:12 INFO:  test-backend-node-gpu.js test face matching
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: face database 40
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: face match {"first":{"index":4,"similarity":0.7829338043932047}} {"second":{"index":4,"similarity":0.5002928781584631}} {"third":{"index":4,"similarity":0.5402934771672516}}
2022-11-11 12:28:12 INFO:  test-backend-node-gpu.js test face similarity alternative
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js start face embeddings
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120}
2022-11-11 12:28:12 STATE: test-backend-node-gpu.js event: image
2022-11-11 12:28:12 ERROR: test-backend-node-gpu.js failed: testDetect face embeddings
2022-11-11 12:28:12 ERROR: test-backend-node-gpu.js uncaughtException {"name":"TypeError","message":"Cannot read properties of undefined (reading 'img_inputs')","stack":["TypeError: Cannot read properties of undefined (reading 'img_inputs')"," at /home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30706:69"," at Array.reduce (<anonymous>)"," at GraphModel.normalizeInputs (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30705:32)"," at GraphModel.execute (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30777:23)"," at /home/vlado/dev/human/dist/human.node-gpu.js:11179:25"," at new Promise (<anonymous>)"," at predict14 (/home/vlado/dev/human/dist/human.node-gpu.js:11173:10)"," at detectFace (/home/vlado/dev/human/dist/human.node-gpu.js:13461:112)"," at process.processTicksAndRejections (node:internal/process/task_queues:95:5)"," at async /home/vlado/dev/human/dist/human.node-gpu.js:15084:46"]}
2022-11-11 12:28:13 INFO: 
2022-11-11 12:28:13 INFO:  test-backend-node-wasm.js start
2022-11-11 12:28:13 DATA:  test-backend-node-wasm.js stdout: 2022-11-11 12:28:13 INFO:  { supported: true, backend: true, simd: undefined, multithread: undefined } https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@4.0.0/dist/
2022-11-11 12:28:13 STATE: test-backend-node-wasm.js passed: model server: https://vladmandic.github.io/human-models/models/
2022-11-11 12:28:13 INFO:  test-backend-node-wasm.js test: configuration validation
2022-11-11 12:28:13 STATE: test-backend-node-wasm.js passed: configuration default validation []
2022-11-11 12:28:13 STATE: test-backend-node-wasm.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}]
2022-11-11 12:28:13 INFO:  test-backend-node-wasm.js test: model load
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: models loaded 25 11 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"https://vladmandic.github.io/human-models/models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"https://vladmandic.github.io/human-models/models/emotion.json"},{"name":"facedetect","loaded":true,"url":"https://vladmandic.github.io/human-models/models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"https://vladmandic.github.io/human-models/models/iris.json"},{"name":"facemesh","loaded":true,"url":"https://vladmandic.github.io/human-models/models/facemesh.json"},{"name":"faceres","loaded":true,"url":"https://vladmandic.github.io/human-models/models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"https://vladmandic.github.io/human-models/models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"https://vladmandic.github.io/human-models/models/handtrack.json"},{"name":"liveness","loaded":true,"url":"https://vladmandic.github.io/human-models/models/liveness.json"},{"name":"meet","loaded":false,"url":null},{"name":"movenet","loaded":true,"url":"https://vladmandic.github.io/human-models/models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"selfie","loaded":false,"url":null},{"name":"rvm","loaded":false,"url":null},{"name":"antispoof","loaded":true,"url":"https://vladmandic.github.io/human-models/models/antispoof.json"}]
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js memory: {"memory":{"unreliable":false,"numTensors":1785,"numDataBuffers":1785,"numBytes":63247332}}
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63247332,"numTensors":1785,"numStringTensors":0,"numDataBuffers":1785,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}}
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js test: warmup
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: create human
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js human version: 3.0.0
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js platform: linux x64 agent: NodeJS v18.10.0
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js tfjs version: 4.0.0
2022-11-11 12:28:15 INFO:  test-backend-node-wasm.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.10.0","backends":["wasm"],"initial":false,"tfjs":{"version":"4.0.0"},"offscreen":false,"perfadd":false,"tensorflow":{},"wasm":{"supported":true,"backend":true,"simd":true,"multithread":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":126}
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: set backend: wasm
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js tensors 1785
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: load models
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js result: defined models: 25 loaded models: 11
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: warmup: none default
2022-11-11 12:28:15 DATA:  test-backend-node-wasm.js result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {}
2022-11-11 12:28:15 DATA:  test-backend-node-wasm.js result: performance: load: null total: null
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: warmup none result match
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js event: warmup
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: warmup: face default
2022-11-11 12:28:15 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3}
2022-11-11 12:28:15 DATA:  test-backend-node-wasm.js result: performance: load: null total: 534
2022-11-11 12:28:15 STATE: test-backend-node-wasm.js passed: warmup face result match
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js event: warmup
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js passed: warmup: body default
2022-11-11 12:28:16 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:16 DATA:  test-backend-node-wasm.js result: performance: load: null total: 377
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js passed: warmup body result match
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js details: {"face":{"boxScore":0.93,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.51,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 21% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]}
2022-11-11 12:28:16 INFO:  test-backend-node-wasm.js test: details verification
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js start default
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:16 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg default
2022-11-11 12:28:17 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:17 DATA:  test-backend-node-wasm.js result: performance: load: null total: 343
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face length 1
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face score 1 0.93 1
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face age/gender 23.7 female 0.97 85.47
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face arrays 4 478 1024
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"}
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face anti-spoofing 0.79
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details face liveness 0.83
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details body length 1
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details body 0.92 17 6
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details hand length 1
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details hand 0.51 0.73 point
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details hand arrays 21 5 7
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details gesture length 7
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details gesture first {"face":0,"gesture":"facing right"}
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details object length 1
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: details object 0.72 person
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1413675264}
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: float32
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1413675264}
2022-11-11 12:28:17 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js passed: tensor shape: [1200,1200,4] dtype: float32
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:18 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871}
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32
2022-11-11 12:28:19 INFO:  test-backend-node-wasm.js test default
2022-11-11 12:28:19 STATE: test-backend-node-wasm.js start async
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg async
2022-11-11 12:28:20 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:20 DATA:  test-backend-node-wasm.js result: performance: load: null total: 340
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: default result face match 1 female 0.97
2022-11-11 12:28:20 INFO:  test-backend-node-wasm.js test sync
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js start sync
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg sync
2022-11-11 12:28:20 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:20 DATA:  test-backend-node-wasm.js result: performance: load: null total: 333
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: default sync 1 female 0.97
2022-11-11 12:28:20 INFO:  test-backend-node-wasm.js test: image process
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: image input null [1,256,256,3]
2022-11-11 12:28:20 INFO:  test-backend-node-wasm.js test: image null
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: invalid input could not convert input to tensor
2022-11-11 12:28:20 INFO:  test-backend-node-wasm.js test face similarity
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js start face similarity
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2022-11-11 12:28:20 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-face.jpg face similarity
2022-11-11 12:28:21 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3}
2022-11-11 12:28:21 DATA:  test-backend-node-wasm.js result: performance: load: null total: 309
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js start face similarity
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg face similarity
2022-11-11 12:28:21 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:21 DATA:  test-backend-node-wasm.js result: performance: load: null total: 327
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js start face similarity
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104}
2022-11-11 12:28:21 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-upper.jpg face similarity
2022-11-11 12:28:22 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7}
2022-11-11 12:28:22 DATA:  test-backend-node-wasm.js result: performance: load: null total: 297
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: face descriptor
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: face similarity {"similarity":[1,0.5266119940661309,0.4858842904087851],"descriptors":[1024,1024,1024]}
2022-11-11 12:28:22 INFO:  test-backend-node-wasm.js test object
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js start object
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:28:22 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2022-11-11 12:28:22 DATA:  test-backend-node-wasm.js result: performance: load: null total: 329
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js passed: centernet
2022-11-11 12:28:22 STATE: test-backend-node-wasm.js start object
2022-11-11 12:28:23 WARN:  test-backend-node-wasm.js missing kernel ops {"title":"object","model":"nanodet","url":"https://vladmandic.github.io/human-models/models/nanodet.json","missing":["sparsetodense"],"backkend":"wasm"}
2022-11-11 12:28:23 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:23 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg object
2022-11-11 12:28:24 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 1 gesture: 8 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:28:24 DATA:  test-backend-node-wasm.js result: performance: load: null total: 216
2022-11-11 12:28:24 ERROR: test-backend-node-wasm.js failed: nanodet []
2022-11-11 12:28:24 INFO:  test-backend-node-wasm.js test sensitive
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js start sensitive
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg sensitive
2022-11-11 12:28:24 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:28:24 DATA:  test-backend-node-wasm.js result: performance: load: null total: 239
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: sensitive result match
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: sensitive face result match
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: sensitive face emotion result [{"score":0.46,"emotion":"neutral"},{"score":0.24,"emotion":"fear"},{"score":0.17,"emotion":"sad"}]
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: sensitive body result match
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js passed: sensitive hand result match
2022-11-11 12:28:24 INFO:  test-backend-node-wasm.js test body
2022-11-11 12:28:24 STATE: test-backend-node-wasm.js start blazepose
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg blazepose
2022-11-11 12:28:26 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.99,"keypoints":39}
2022-11-11 12:28:26 DATA:  test-backend-node-wasm.js result: performance: load: null total: 396
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js passed: blazepose
2022-11-11 12:28:26 STATE: test-backend-node-wasm.js start efficientpose
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg efficientpose
2022-11-11 12:28:27 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.75,"keypoints":13}
2022-11-11 12:28:27 DATA:  test-backend-node-wasm.js result: performance: load: null total: 654
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js passed: efficientpose
2022-11-11 12:28:27 STATE: test-backend-node-wasm.js start posenet
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg posenet
2022-11-11 12:28:28 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.96,"keypoints":16}
2022-11-11 12:28:28 DATA:  test-backend-node-wasm.js result: performance: load: null total: 287
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js passed: posenet
2022-11-11 12:28:28 STATE: test-backend-node-wasm.js start movenet
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856}
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js event: detect
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: detect: samples/in/ai-body.jpg movenet
2022-11-11 12:28:29 DATA:  test-backend-node-wasm.js result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17}
2022-11-11 12:28:29 DATA:  test-backend-node-wasm.js result: performance: load: null total: 248
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: movenet
2022-11-11 12:28:29 INFO:  test-backend-node-wasm.js test face matching
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: face database 40
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}}
2022-11-11 12:28:29 INFO:  test-backend-node-wasm.js test face similarity alternative
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js start face embeddings
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856}
2022-11-11 12:28:29 STATE: test-backend-node-wasm.js event: image
2022-11-11 12:28:29 ERROR: test-backend-node-wasm.js failed: testDetect face embeddings
2022-11-11 12:28:29 ERROR: test-backend-node-wasm.js uncaughtException {"name":"TypeError","message":"Cannot read properties of undefined (reading 'img_inputs')","stack":["TypeError: Cannot read properties of undefined (reading 'img_inputs')"," at /home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30706:69"," at Array.reduce (<anonymous>)"," at GraphModel.normalizeInputs (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30705:32)"," at GraphModel.execute (/home/vlado/dev/human/node_modules/.pnpm/@tensorflow+tfjs-converter@4.0.0_hdmpc5coifabqk2ogondqkcwg4/node_modules/@tensorflow/tfjs-converter/dist/tf-converter.node.js:30777:23)"," at /home/vlado/dev/human/dist/human.node-wasm.js:11181:25"," at new Promise (<anonymous>)"," at predict14 (/home/vlado/dev/human/dist/human.node-wasm.js:11175:10)"," at detectFace (/home/vlado/dev/human/dist/human.node-wasm.js:13463:112)"," at process.processTicksAndRejections (node:internal/process/task_queues:95:5)"," at async /home/vlado/dev/human/dist/human.node-wasm.js:15086:46"]}
2022-11-11 12:28:29 STATE: all tests complete
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/node.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/node-simple.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/node-event.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/node-similarity.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/node-canvas.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/nodejs/process-folder.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/multithread/node-multiprocess.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"../demo/facematch/node-match.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"test-node-load.js","passed":1,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"test-node-gear.js","passed":3,"failed":0}
2022-11-11 12:28:29 INFO:  status {"test":"test-backend-node.js","passed":85,"failed":1}
2022-11-11 12:28:29 INFO:  status {"test":"test-backend-node-gpu.js","passed":85,"failed":1}
2022-11-11 12:28:29 INFO:  status {"test":"test-backend-node-wasm.js","passed":85,"failed":2}
2022-11-11 12:28:29 INFO:  failures {"count":4}
2022-11-11 12:28:29 WARN:  failed {"test":"test-backend-node.js","message":["error",["failed:","testDetect face embeddings"]]}
2022-11-11 12:28:29 WARN:  failed {"test":"test-backend-node-gpu.js","message":["error",["failed:","testDetect face embeddings"]]}
2022-11-11 12:28:29 WARN:  failed {"test":"test-backend-node-wasm.js","message":["error",["failed: nanodet",[]]]}
2022-11-11 12:28:29 WARN:  failed {"test":"test-backend-node-wasm.js","message":["error",["failed:","testDetect face embeddings"]]}