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added demo node-canvas

pull/193/head
Vladimir Mandic 2021-08-31 14:48:55 -04:00
parent 69d0212555
commit ee79bc0e13
20 changed files with 881 additions and 864 deletions
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5
CHANGELOG.md
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@ -9,7 +9,10 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
## Changelog ## Changelog
### **HEAD -> main** 2021/08/23 mandic00@live.com ### **HEAD -> main** 2021/08/31 mandic00@live.com
### **origin/main** 2021/08/31 mandic00@live.com
- implement finger poses in hand detection and gestures - implement finger poses in hand detection and gestures
- implemented movenet-multipose model - implemented movenet-multipose model

12
TODO.md
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@ -25,12 +25,8 @@ WebGL shader optimizations for faster load and initial detection
Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS
Feature is automatically disabled in NodeJS without user impact Feature is automatically disabled in NodeJS without user impact
- Backend NodeJS missing kernel op `FlipLeftRight`
<https://github.com/tensorflow/tfjs/issues/4066>
*Target: `Human` v2.2 with `TFJS` v3.9*
- Backend NodeJS missing kernel op `RotateWithOffset` - Backend NodeJS missing kernel op `RotateWithOffset`
<https://github.com/tensorflow/tfjs/issues/5473> <https://github.com/tensorflow/tfjs/issues/5473>
*Target: N/A*
<br> <br>
@ -39,15 +35,10 @@ Feature is automatically disabled in NodeJS without user impact
Enhanced rotation correction for hand detection is not working in NodeJS due to missing kernel op in TFJS Enhanced rotation correction for hand detection is not working in NodeJS due to missing kernel op in TFJS
Feature is automatically disabled in NodeJS without user impact Feature is automatically disabled in NodeJS without user impact
- Backend NodeJS missing kernel op `FlipLeftRight`
<https://github.com/tensorflow/tfjs/issues/4066>
*Target: `Human` v2.2 with `TFJS` v3.9*
- Backend NodeJS missing kernel op `RotateWithOffset` - Backend NodeJS missing kernel op `RotateWithOffset`
<https://github.com/tensorflow/tfjs/issues/5473> <https://github.com/tensorflow/tfjs/issues/5473>
*Target: N/A*
Hand detection using WASM backend has reduced precision due to math rounding errors in backend Hand detection using WASM backend has reduced precision due to math rounding errors in backend
*Target: N/A*
<br> <br>
@ -57,7 +48,6 @@ MoveNet MultiPose model does not work with WASM backend due to missing F32 imple
- Backend WASM missing F32 implementation - Backend WASM missing F32 implementation
<https://github.com/tensorflow/tfjs/issues/5516> <https://github.com/tensorflow/tfjs/issues/5516>
*Target: N/A*
### Object Detection ### Object Detection
@ -65,10 +55,8 @@ Object detection using CenterNet or NanoDet models is not working when using WAS
- Backend WASM missing kernel op `Mod` - Backend WASM missing kernel op `Mod`
<https://github.com/tensorflow/tfjs/issues/5110> <https://github.com/tensorflow/tfjs/issues/5110>
*Target: `Human` v2.2 with `TFJS` v3.9*
- Backend WASM missing kernel op `SparseToDense` - Backend WASM missing kernel op `SparseToDense`
<https://github.com/tensorflow/tfjs/issues/4824> <https://github.com/tensorflow/tfjs/issues/4824>
*Target: `Human` v2.2 with `TFJS` v3.9*
### WebGPU Backend ### WebGPU Backend

128
demo/nodejs/node-canvas.js
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@ -4,13 +4,11 @@
const log = require('@vladmandic/pilogger'); const log = require('@vladmandic/pilogger');
const fs = require('fs'); const fs = require('fs');
const path = require('path');
const process = require('process'); const process = require('process');
const canvas = require('canvas');
let fetch; // fetch is dynamically imported later let fetch; // fetch is dynamically imported later
// const canvas = require('canvas');
// for NodeJS, `tfjs-node` or `tfjs-node-gpu` should be loaded before using Human // for NodeJS, `tfjs-node` or `tfjs-node-gpu` should be loaded before using Human
// eslint-disable-next-line no-unused-vars, @typescript-eslint/no-unused-vars // eslint-disable-next-line no-unused-vars, @typescript-eslint/no-unused-vars
const tf = require('@tensorflow/tfjs-node'); // or const tf = require('@tensorflow/tfjs-node-gpu'); const tf = require('@tensorflow/tfjs-node'); // or const tf = require('@tensorflow/tfjs-node-gpu');
@ -23,24 +21,18 @@ let human = null;
const myConfig = { const myConfig = {
backend: 'tensorflow', backend: 'tensorflow',
modelBasePath: 'file://models/', modelBasePath: 'file://models/',
debug: true, debug: false,
async: false, async: true,
filter: { filter: { enabled: false },
enabled: true,
flip: true,
},
face: { face: {
enabled: true, enabled: true,
detector: { enabled: true, rotation: false }, detector: { enabled: true },
mesh: { enabled: true }, mesh: { enabled: true },
iris: { enabled: true }, iris: { enabled: true },
description: { enabled: true }, description: { enabled: true },
emotion: { enabled: true }, emotion: { enabled: true },
}, },
hand: { hand: { enabled: true },
enabled: true,
},
// body: { modelPath: 'blazepose.json', enabled: true },
body: { enabled: true }, body: { enabled: true },
object: { enabled: true }, object: { enabled: true },
}; };
@ -52,14 +44,13 @@ async function init() {
await human.tf.ready(); await human.tf.ready();
// pre-load models // pre-load models
log.info('Human:', human.version); log.info('Human:', human.version);
log.info('Active Configuration', human.config);
await human.load(); await human.load();
const loaded = Object.keys(human.models).filter((a) => human.models[a]); const loaded = Object.keys(human.models).filter((a) => human.models[a]);
log.info('Loaded:', loaded); log.info('Loaded:', loaded);
log.info('Memory state:', human.tf.engine().memory()); log.info('Memory state:', human.tf.engine().memory());
} }
async function detect(input) { async function detect(input, output) {
// read input image file and create tensor to be used for processing // read input image file and create tensor to be used for processing
let buffer; let buffer;
log.info('Loading image:', input); log.info('Loading image:', input);
@ -102,59 +93,11 @@ async function detect(input) {
// dispose image tensor as we no longer need it // dispose image tensor as we no longer need it
human.tf.dispose(tensor); human.tf.dispose(tensor);
// print data to console
log.data('Results:');
if (result && result.face && result.face.length > 0) {
for (let i = 0; i < result.face.length; i++) {
const face = result.face[i];
const emotion = face.emotion.reduce((prev, curr) => (prev.score > curr.score ? prev : curr));
log.data(` Face: #${i} boxScore:${face.boxScore} faceScore:${face.faceScore} age:${face.age} genderScore:${face.genderScore} gender:${face.gender} emotionScore:${emotion.score} emotion:${emotion.emotion} iris:${face.iris}`);
}
} else {
log.data(' Face: N/A');
}
if (result && result.body && result.body.length > 0) {
for (let i = 0; i < result.body.length; i++) {
const body = result.body[i];
log.data(` Body: #${i} score:${body.score} keypoints:${body.keypoints?.length}`);
}
} else {
log.data(' Body: N/A');
}
if (result && result.hand && result.hand.length > 0) {
for (let i = 0; i < result.hand.length; i++) {
const hand = result.hand[i];
log.data(` Hand: #${i} score:${hand.score} keypoints:${hand.keypoints?.length}`);
}
} else {
log.data(' Hand: N/A');
}
if (result && result.gesture && result.gesture.length > 0) {
for (let i = 0; i < result.gesture.length; i++) {
const [key, val] = Object.entries(result.gesture[i]);
log.data(` Gesture: ${key[0]}#${key[1]} gesture:${val[1]}`);
}
} else {
log.data(' Gesture: N/A');
}
if (result && result.object && result.object.length > 0) {
for (let i = 0; i < result.object.length; i++) {
const object = result.object[i];
log.data(` Object: #${i} score:${object.score} label:${object.label}`);
}
} else {
log.data(' Object: N/A');
}
// print data to console // print data to console
if (result) { if (result) {
// invoke persons getter // invoke persons getter
const persons = result.persons; const persons = result.persons;
log.data('Detected:');
// write result objects to file
// fs.writeFileSync('result.json', JSON.stringify(result, null, 2));
log.data('Persons:');
for (let i = 0; i < persons.length; i++) { for (let i = 0; i < persons.length; i++) {
const face = persons[i].face; const face = persons[i].face;
const faceTxt = face ? `score:${face.score} age:${face.age} gender:${face.gender} iris:${face.iris}` : null; const faceTxt = face ? `score:${face.score} age:${face.age} gender:${face.gender} iris:${face.iris}` : null;
@ -164,26 +107,23 @@ async function detect(input) {
} }
} }
return result; // load and draw original image
} const outputCanvas = new canvas.Canvas(tensor.shape[2], tensor.shape[1], 'image'); // decoded tensor shape tells us width and height
const ctx = outputCanvas.getContext('2d');
const original = await canvas.loadImage(buffer); // we already have input as buffer, so lets reuse it
ctx.drawImage(original, 0, 0, outputCanvas.width, outputCanvas.height); // draw original to new canvas
async function test() { // draw human results on canvas
process.on('unhandledRejection', (err) => { human.setCanvas(outputCanvas); // tell human to use this canvas
// @ts-ignore // no idea if exception message is compelte human.draw.all(outputCanvas, result); // human will draw results as overlays on canvas
log.error(err?.message || err || 'no error message');
});
// test with embedded full body image // write canvas to new image file
let result; const out = fs.createWriteStream(output);
out.on('finish', () => log.state('Created output image:', output));
out.on('error', (err) => log.error('Error creating image:', output, err));
const stream = outputCanvas.createJPEGStream({ quality: 0.5, progressive: true, chromaSubsampling: true });
stream.pipe(out);
log.state('Processing embedded warmup image: face');
myConfig.warmup = 'face';
result = await human.warmup(myConfig);
log.state('Processing embedded warmup image: full');
myConfig.warmup = 'full';
result = await human.warmup(myConfig);
// no need to print results as they are printed to console during detection from within the library due to human.config.debug set
return result; return result;
} }
@ -192,26 +132,14 @@ async function main() {
log.info('Current folder:', process.env.PWD); log.info('Current folder:', process.env.PWD);
fetch = (await import('node-fetch')).default; fetch = (await import('node-fetch')).default;
await init(); await init();
const f = process.argv[2]; const input = process.argv[2];
if (process.argv.length !== 3) { const output = process.argv[3];
log.warn('Parameters: <input image | folder> missing'); if (process.argv.length !== 4) {
await test(); log.error('Parameters: <input-image> <output-image> missing');
} else if (!fs.existsSync(f) && !f.startsWith('http')) { } else if (!fs.existsSync(input) && !input.startsWith('http')) {
log.error(`File not found: ${process.argv[2]}`); log.error(`File not found: ${process.argv[2]}`);
} else { } else {
if (fs.existsSync(f)) { await detect(input, output);
const stat = fs.statSync(f);
if (stat.isDirectory()) {
const dir = fs.readdirSync(f);
for (const file of dir) {
await detect(path.join(f, file));
}
} else {
await detect(f);
}
} else {
await detect(f);
}
} }
} }

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34
dist/human.node-gpu.js vendored
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@ -10409,7 +10409,8 @@ __export(draw_exports, {
hand: () => hand2, hand: () => hand2,
object: () => object, object: () => object,
options: () => options2, options: () => options2,
person: () => person person: () => person,
setCanvas: () => setCanvas
}); });
var options2 = { var options2 = {
color: "rgba(173, 216, 230, 0.6)", color: "rgba(173, 216, 230, 0.6)",
@ -10430,6 +10431,20 @@ var options2 = {
useCurves: false, useCurves: false,
bufferedOutput: true bufferedOutput: true
}; };
var Canvas;
function setCanvas(obj) {
if (obj.getContext)
Canvas = obj;
else
throw new Error("Human: Canvas is not functional");
}
var checkCanvas = (input) => {
if (typeof HTMLCanvasElement !== "undefined" && input instanceof HTMLCanvasElement)
return true;
if (typeof Canvas !== "undefined")
return true;
return false;
};
var rad2deg = (theta) => Math.round(theta * 180 / Math.PI); var rad2deg = (theta) => Math.round(theta * 180 / Math.PI);
function point(ctx, x, y, z = 0, localOptions) { function point(ctx, x, y, z = 0, localOptions) {
ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color; ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color;
@ -10499,7 +10514,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10529,7 +10544,7 @@ async function face2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10639,7 +10654,7 @@ async function body2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10771,7 +10786,7 @@ async function hand2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10839,7 +10854,7 @@ async function object(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10868,7 +10883,7 @@ async function person(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10896,7 +10911,7 @@ async function person(inCanvas2, result, drawOptions) {
async function canvas(inCanvas2, outCanvas2) { async function canvas(inCanvas2, outCanvas2) {
if (!inCanvas2 || !outCanvas2) if (!inCanvas2 || !outCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement) || !(outCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2) || !checkCanvas(outCanvas2))
return; return;
const outCtx = inCanvas2.getContext("2d"); const outCtx = inCanvas2.getContext("2d");
outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0); outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0);
@ -10906,7 +10921,7 @@ async function all(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return null; return null;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return null; return null;
const promise = Promise.all([ const promise = Promise.all([
face2(inCanvas2, result.face, localOptions), face2(inCanvas2, result.face, localOptions),
@ -11804,6 +11819,7 @@ var _Human = class {
__privateAdd(this, _firstRun, void 0); __privateAdd(this, _firstRun, void 0);
__privateAdd(this, _lastInputSum, void 0); __privateAdd(this, _lastInputSum, void 0);
__privateAdd(this, _lastCacheDiff, void 0); __privateAdd(this, _lastCacheDiff, void 0);
this.setCanvas = (canvas2) => setCanvas(canvas2);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;

34
dist/human.node-wasm.js vendored
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@ -10410,7 +10410,8 @@ __export(draw_exports, {
hand: () => hand2, hand: () => hand2,
object: () => object, object: () => object,
options: () => options2, options: () => options2,
person: () => person person: () => person,
setCanvas: () => setCanvas
}); });
var options2 = { var options2 = {
color: "rgba(173, 216, 230, 0.6)", color: "rgba(173, 216, 230, 0.6)",
@ -10431,6 +10432,20 @@ var options2 = {
useCurves: false, useCurves: false,
bufferedOutput: true bufferedOutput: true
}; };
var Canvas;
function setCanvas(obj) {
if (obj.getContext)
Canvas = obj;
else
throw new Error("Human: Canvas is not functional");
}
var checkCanvas = (input) => {
if (typeof HTMLCanvasElement !== "undefined" && input instanceof HTMLCanvasElement)
return true;
if (typeof Canvas !== "undefined")
return true;
return false;
};
var rad2deg = (theta) => Math.round(theta * 180 / Math.PI); var rad2deg = (theta) => Math.round(theta * 180 / Math.PI);
function point(ctx, x, y, z = 0, localOptions) { function point(ctx, x, y, z = 0, localOptions) {
ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color; ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color;
@ -10500,7 +10515,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10530,7 +10545,7 @@ async function face2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10640,7 +10655,7 @@ async function body2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10772,7 +10787,7 @@ async function hand2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10840,7 +10855,7 @@ async function object(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10869,7 +10884,7 @@ async function person(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10897,7 +10912,7 @@ async function person(inCanvas2, result, drawOptions) {
async function canvas(inCanvas2, outCanvas2) { async function canvas(inCanvas2, outCanvas2) {
if (!inCanvas2 || !outCanvas2) if (!inCanvas2 || !outCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement) || !(outCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2) || !checkCanvas(outCanvas2))
return; return;
const outCtx = inCanvas2.getContext("2d"); const outCtx = inCanvas2.getContext("2d");
outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0); outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0);
@ -10907,7 +10922,7 @@ async function all(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return null; return null;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return null; return null;
const promise = Promise.all([ const promise = Promise.all([
face2(inCanvas2, result.face, localOptions), face2(inCanvas2, result.face, localOptions),
@ -11805,6 +11820,7 @@ var _Human = class {
__privateAdd(this, _firstRun, void 0); __privateAdd(this, _firstRun, void 0);
__privateAdd(this, _lastInputSum, void 0); __privateAdd(this, _lastInputSum, void 0);
__privateAdd(this, _lastCacheDiff, void 0); __privateAdd(this, _lastCacheDiff, void 0);
this.setCanvas = (canvas2) => setCanvas(canvas2);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;

34
dist/human.node.js vendored
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@ -10409,7 +10409,8 @@ __export(draw_exports, {
hand: () => hand2, hand: () => hand2,
object: () => object, object: () => object,
options: () => options2, options: () => options2,
person: () => person person: () => person,
setCanvas: () => setCanvas
}); });
var options2 = { var options2 = {
color: "rgba(173, 216, 230, 0.6)", color: "rgba(173, 216, 230, 0.6)",
@ -10430,6 +10431,20 @@ var options2 = {
useCurves: false, useCurves: false,
bufferedOutput: true bufferedOutput: true
}; };
var Canvas;
function setCanvas(obj) {
if (obj.getContext)
Canvas = obj;
else
throw new Error("Human: Canvas is not functional");
}
var checkCanvas = (input) => {
if (typeof HTMLCanvasElement !== "undefined" && input instanceof HTMLCanvasElement)
return true;
if (typeof Canvas !== "undefined")
return true;
return false;
};
var rad2deg = (theta) => Math.round(theta * 180 / Math.PI); var rad2deg = (theta) => Math.round(theta * 180 / Math.PI);
function point(ctx, x, y, z = 0, localOptions) { function point(ctx, x, y, z = 0, localOptions) {
ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color; ctx.fillStyle = localOptions.useDepth && z ? `rgba(${127.5 + 2 * z}, ${127.5 - 2 * z}, 255, 0.3)` : localOptions.color;
@ -10499,7 +10514,7 @@ async function gesture(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10529,7 +10544,7 @@ async function face2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10639,7 +10654,7 @@ async function body2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10771,7 +10786,7 @@ async function hand2(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10839,7 +10854,7 @@ async function object(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10868,7 +10883,7 @@ async function person(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return; return;
const ctx = inCanvas2.getContext("2d"); const ctx = inCanvas2.getContext("2d");
if (!ctx) if (!ctx)
@ -10896,7 +10911,7 @@ async function person(inCanvas2, result, drawOptions) {
async function canvas(inCanvas2, outCanvas2) { async function canvas(inCanvas2, outCanvas2) {
if (!inCanvas2 || !outCanvas2) if (!inCanvas2 || !outCanvas2)
return; return;
if (!(inCanvas2 instanceof HTMLCanvasElement) || !(outCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2) || !checkCanvas(outCanvas2))
return; return;
const outCtx = inCanvas2.getContext("2d"); const outCtx = inCanvas2.getContext("2d");
outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0); outCtx == null ? void 0 : outCtx.drawImage(inCanvas2, 0, 0);
@ -10906,7 +10921,7 @@ async function all(inCanvas2, result, drawOptions) {
const localOptions = mergeDeep(options2, drawOptions); const localOptions = mergeDeep(options2, drawOptions);
if (!result || !inCanvas2) if (!result || !inCanvas2)
return null; return null;
if (!(inCanvas2 instanceof HTMLCanvasElement)) if (!checkCanvas(inCanvas2))
return null; return null;
const promise = Promise.all([ const promise = Promise.all([
face2(inCanvas2, result.face, localOptions), face2(inCanvas2, result.face, localOptions),
@ -11804,6 +11819,7 @@ var _Human = class {
__privateAdd(this, _firstRun, void 0); __privateAdd(this, _firstRun, void 0);
__privateAdd(this, _lastInputSum, void 0); __privateAdd(this, _lastInputSum, void 0);
__privateAdd(this, _lastCacheDiff, void 0); __privateAdd(this, _lastCacheDiff, void 0);
this.setCanvas = (canvas2) => setCanvas(canvas2);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;

50
server/build.log
View File

@ -1,28 +1,22 @@
2021-08-31 12:56:24 INFO:  @vladmandic/human version 2.1.4 2021-08-31 14:47:11 INFO:  @vladmandic/human version 2.1.4
2021-08-31 12:56:24 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 2021-08-31 14:47:11 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0
2021-08-31 12:56:24 INFO:  Toolchain: {"tfjs":"3.9.0","esbuild":"0.12.24","typescript":"4.4.2","typedoc":"0.21.9","eslint":"7.32.0"} 2021-08-31 14:47:11 INFO:  Toolchain: {"tfjs":"3.9.0","esbuild":"0.12.24","typescript":"4.4.2","typedoc":"0.21.9","eslint":"7.32.0"}
2021-08-31 12:56:24 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 2021-08-31 14:47:11 INFO:  Clean: ["dist/*","types/*","typedoc/*"]
2021-08-31 12:56:24 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 2021-08-31 14:47:11 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
2021-08-31 12:56:24 STATE: target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 2021-08-31 14:47:11 STATE: target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"}
2021-08-31 12:56:24 STATE: target: node type: node: {"imports":47,"importBytes":456777,"outputBytes":397014,"outputFiles":"dist/human.node.js"} 2021-08-31 14:47:11 STATE: target: node type: node: {"imports":47,"importBytes":457046,"outputBytes":397286,"outputFiles":"dist/human.node.js"}
2021-08-31 12:56:24 STATE: target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 2021-08-31 14:47:11 STATE: target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"}
2021-08-31 12:56:24 STATE: target: nodeGPU type: node: {"imports":47,"importBytes":456785,"outputBytes":397018,"outputFiles":"dist/human.node-gpu.js"} 2021-08-31 14:47:12 STATE: target: nodeGPU type: node: {"imports":47,"importBytes":457054,"outputBytes":397290,"outputFiles":"dist/human.node-gpu.js"}
2021-08-31 12:56:24 STATE: target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 2021-08-31 14:47:12 STATE: target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"}
2021-08-31 12:56:24 STATE: target: nodeWASM type: node: {"imports":47,"importBytes":456852,"outputBytes":397090,"outputFiles":"dist/human.node-wasm.js"} 2021-08-31 14:47:12 STATE: target: nodeWASM type: node: {"imports":47,"importBytes":457121,"outputBytes":397362,"outputFiles":"dist/human.node-wasm.js"}
2021-08-31 12:56:24 STATE: target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2168,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"} 2021-08-31 14:47:12 STATE: target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2168,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"}
2021-08-31 12:56:24 STATE: target: browserNoBundle type: esm: {"imports":47,"importBytes":456716,"outputBytes":255649,"outputFiles":"dist/human.esm-nobundle.js"} 2021-08-31 14:47:12 STATE: target: browserNoBundle type: esm: {"imports":47,"importBytes":456985,"outputBytes":255646,"outputFiles":"dist/human.esm-nobundle.js"}
2021-08-31 12:56:24 STATE: target: browserBundle type: tfjs: {"modules":1174,"moduleBytes":8150347,"imports":7,"importBytes":2168,"outputBytes":2343932,"outputFiles":"dist/tfjs.esm.js"} 2021-08-31 14:47:12 STATE: target: browserBundle type: tfjs: {"modules":1174,"moduleBytes":8150347,"imports":7,"importBytes":2168,"outputBytes":2343932,"outputFiles":"dist/tfjs.esm.js"}
2021-08-31 12:56:25 STATE: target: browserBundle type: iife: {"imports":47,"importBytes":2799406,"outputBytes":1391877,"outputFiles":"dist/human.js"} 2021-08-31 14:47:12 STATE: target: browserBundle type: iife: {"imports":47,"importBytes":2799675,"outputBytes":1391880,"outputFiles":"dist/human.js"}
2021-08-31 12:56:25 STATE: target: browserBundle type: esm: {"imports":47,"importBytes":2799406,"outputBytes":1391869,"outputFiles":"dist/human.esm.js"} 2021-08-31 14:47:13 STATE: target: browserBundle type: esm: {"imports":47,"importBytes":2799675,"outputBytes":1391872,"outputFiles":"dist/human.esm.js"}
2021-08-31 12:56:25 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 2021-08-31 14:47:13 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"]
2021-08-31 12:56:47 INFO:  Linter complete: files: 83 errors: 0 warnings: 1 2021-08-31 14:47:36 INFO:  Linter complete: files: 84 errors: 0 warnings: 0
2021-08-31 12:56:47 WARN:   2021-08-31 14:47:36 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"]
/home/vlado/dev/human/demo/index.js 2021-08-31 14:47:36 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"]
 953:3 warning Unexpected console statement no-console 2021-08-31 14:47:50 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"]
 2021-08-31 14:48:05 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1
✖ 1 problem (0 errors, 1 warning)

2021-08-31 12:56:48 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"]
2021-08-31 12:56:48 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"]
2021-08-31 12:57:02 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"]
2021-08-31 12:57:15 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1

29
src/draw/draw.ts
View File

@ -66,6 +66,19 @@ export const options: DrawOptions = {
bufferedOutput: <boolean>true, bufferedOutput: <boolean>true,
}; };
let Canvas;
export function setCanvas(obj) {
if (obj.getContext) Canvas = obj;
else throw new Error('Human: Canvas is not functional');
}
const checkCanvas = (input) => {
if ((typeof HTMLCanvasElement !== 'undefined') && (input instanceof HTMLCanvasElement)) return true;
if (typeof Canvas !== 'undefined') return true;
return false;
};
const rad2deg = (theta) => Math.round((theta * 180) / Math.PI); const rad2deg = (theta) => Math.round((theta * 180) / Math.PI);
function point(ctx, x, y, z = 0, localOptions) { function point(ctx, x, y, z = 0, localOptions) {
@ -137,7 +150,7 @@ function curves(ctx, points: [number, number, number?][] = [], localOptions) {
export async function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture>, drawOptions?: DrawOptions) { export async function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
ctx.font = localOptions.font; ctx.font = localOptions.font;
@ -164,7 +177,7 @@ export async function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture
export async function face(inCanvas: HTMLCanvasElement, result: Array<Face>, drawOptions?: DrawOptions) { export async function face(inCanvas: HTMLCanvasElement, result: Array<Face>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
for (const f of result) { for (const f of result) {
@ -268,7 +281,7 @@ export async function face(inCanvas: HTMLCanvasElement, result: Array<Face>, dra
export async function body(inCanvas: HTMLCanvasElement, result: Array<Body>, drawOptions?: DrawOptions) { export async function body(inCanvas: HTMLCanvasElement, result: Array<Body>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
ctx.lineJoin = 'round'; ctx.lineJoin = 'round';
@ -380,7 +393,7 @@ export async function body(inCanvas: HTMLCanvasElement, result: Array<Body>, dra
export async function hand(inCanvas: HTMLCanvasElement, result: Array<Hand>, drawOptions?: DrawOptions) { export async function hand(inCanvas: HTMLCanvasElement, result: Array<Hand>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
ctx.lineJoin = 'round'; ctx.lineJoin = 'round';
@ -446,7 +459,7 @@ export async function hand(inCanvas: HTMLCanvasElement, result: Array<Hand>, dra
export async function object(inCanvas: HTMLCanvasElement, result: Array<Item>, drawOptions?: DrawOptions) { export async function object(inCanvas: HTMLCanvasElement, result: Array<Item>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
ctx.lineJoin = 'round'; ctx.lineJoin = 'round';
@ -473,7 +486,7 @@ export async function object(inCanvas: HTMLCanvasElement, result: Array<Item>, d
export async function person(inCanvas: HTMLCanvasElement, result: Array<Person>, drawOptions?: DrawOptions) { export async function person(inCanvas: HTMLCanvasElement, result: Array<Person>, drawOptions?: DrawOptions) {
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return; if (!result || !inCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas)) return;
const ctx = inCanvas.getContext('2d'); const ctx = inCanvas.getContext('2d');
if (!ctx) return; if (!ctx) return;
ctx.lineJoin = 'round'; ctx.lineJoin = 'round';
@ -500,7 +513,7 @@ export async function person(inCanvas: HTMLCanvasElement, result: Array<Person>,
export async function canvas(inCanvas: HTMLCanvasElement, outCanvas: HTMLCanvasElement) { export async function canvas(inCanvas: HTMLCanvasElement, outCanvas: HTMLCanvasElement) {
if (!inCanvas || !outCanvas) return; if (!inCanvas || !outCanvas) return;
if (!(inCanvas instanceof HTMLCanvasElement) || !(outCanvas instanceof HTMLCanvasElement)) return; if (!checkCanvas(inCanvas) || !checkCanvas(outCanvas)) return;
const outCtx = inCanvas.getContext('2d'); const outCtx = inCanvas.getContext('2d');
outCtx?.drawImage(inCanvas, 0, 0); outCtx?.drawImage(inCanvas, 0, 0);
} }
@ -509,7 +522,7 @@ export async function all(inCanvas: HTMLCanvasElement, result: Result, drawOptio
const timestamp = now(); const timestamp = now();
const localOptions = mergeDeep(options, drawOptions); const localOptions = mergeDeep(options, drawOptions);
if (!result || !inCanvas) return null; if (!result || !inCanvas) return null;
if (!(inCanvas instanceof HTMLCanvasElement)) return null; if (!checkCanvas(inCanvas)) return null;
const promise = Promise.all([ const promise = Promise.all([
face(inCanvas, result.face, localOptions), face(inCanvas, result.face, localOptions),

7
src/human.ts
View File

@ -190,7 +190,12 @@ export class Human {
this.#lastInputSum = 1; this.#lastInputSum = 1;
} }
// version = () => Human.version; /**
* Sets internal canvas methods
*
* @param canvas
*/
setCanvas = (canvas) => draw.setCanvas(canvas);
// helper function: measure tensor leak // helper function: measure tensor leak
/** @hidden */ /** @hidden */

240
test/test.log
View File

@ -1,120 +1,120 @@
2021-08-31 13:28:42 INFO:  @vladmandic/human version 2.1.4 2021-08-31 14:48:11 INFO:  @vladmandic/human version 2.1.4
2021-08-31 13:28:42 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0 2021-08-31 14:48:11 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.5.0
2021-08-31 13:28:42 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 2021-08-31 14:48:11 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
2021-08-31 13:28:42 INFO:  test-node.js start 2021-08-31 14:48:11 INFO:  test-node.js start
2021-08-31 13:28:42 STATE: test-node.js passed: create human 2021-08-31 14:48:11 STATE: test-node.js passed: create human
2021-08-31 13:28:42 INFO:  test-node.js human version: 2.1.4 2021-08-31 14:48:11 INFO:  test-node.js human version: 2.1.4
2021-08-31 13:28:42 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0 2021-08-31 14:48:11 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.5.0
2021-08-31 13:28:42 INFO:  test-node.js tfjs version: 3.9.0 2021-08-31 14:48:11 INFO:  test-node.js tfjs version: 3.9.0
2021-08-31 13:28:42 STATE: test-node.js passed: set backend: tensorflow 2021-08-31 14:48:12 STATE: test-node.js passed: set backend: tensorflow
2021-08-31 13:28:42 STATE: test-node.js passed: load models 2021-08-31 14:48:12 STATE: test-node.js passed: load models
2021-08-31 13:28:42 STATE: test-node.js result: defined models: 14 loaded models: 7 2021-08-31 14:48:12 STATE: test-node.js result: defined models: 14 loaded models: 7
2021-08-31 13:28:42 STATE: test-node.js passed: warmup: none default 2021-08-31 14:48:12 STATE: test-node.js passed: warmup: none default
2021-08-31 13:28:44 STATE: test-node.js passed: warmup: face default 2021-08-31 14:48:13 STATE: test-node.js passed: warmup: face default
2021-08-31 13:28:44 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 2021-08-31 14:48:13 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4}
2021-08-31 13:28:44 DATA:  test-node.js result: performance: load: 291 total: 1167 2021-08-31 14:48:13 DATA:  test-node.js result: performance: load: 299 total: 1150
2021-08-31 13:28:45 STATE: test-node.js passed: warmup: body default 2021-08-31 14:48:14 STATE: test-node.js passed: warmup: body default
2021-08-31 13:28:45 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:14 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:28:45 DATA:  test-node.js result: performance: load: 291 total: 1085 2021-08-31 14:48:14 DATA:  test-node.js result: performance: load: 299 total: 1171
2021-08-31 13:28:45 INFO:  test-node.js test body variants 2021-08-31 14:48:14 INFO:  test-node.js test body variants
2021-08-31 13:28:46 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:15 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:28:46 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 2021-08-31 14:48:16 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet
2021-08-31 13:28:46 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-08-31 14:48:16 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-08-31 13:28:46 DATA:  test-node.js result: performance: load: 291 total: 731 2021-08-31 14:48:16 DATA:  test-node.js result: performance: load: 299 total: 775
2021-08-31 13:28:47 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:16 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:28:47 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 2021-08-31 14:48:17 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet
2021-08-31 13:28:47 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:17 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:28:47 DATA:  test-node.js result: performance: load: 291 total: 202 2021-08-31 14:48:17 DATA:  test-node.js result: performance: load: 299 total: 215
2021-08-31 13:28:48 STATE: test-node.js passed: detect: random default 2021-08-31 14:48:17 STATE: test-node.js passed: detect: random default
2021-08-31 13:28:48 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 2021-08-31 14:48:17 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
2021-08-31 13:28:48 DATA:  test-node.js result: performance: load: 291 total: 593 2021-08-31 14:48:17 DATA:  test-node.js result: performance: load: 299 total: 627
2021-08-31 13:28:48 INFO:  test-node.js test: first instance 2021-08-31 14:48:17 INFO:  test-node.js test: first instance
2021-08-31 13:28:48 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-08-31 14:48:18 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-08-31 13:28:49 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 2021-08-31 14:48:19 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-08-31 13:28:49 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 2021-08-31 14:48:19 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-08-31 13:28:49 DATA:  test-node.js result: performance: load: 291 total: 944 2021-08-31 14:48:19 DATA:  test-node.js result: performance: load: 299 total: 995
2021-08-31 13:28:49 INFO:  test-node.js test: second instance 2021-08-31 14:48:19 INFO:  test-node.js test: second instance
2021-08-31 13:28:50 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-08-31 14:48:19 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-08-31 13:28:51 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 2021-08-31 14:48:20 STATE: test-node.js passed: detect: samples/ai-upper.jpg default
2021-08-31 13:28:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 2021-08-31 14:48:20 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-08-31 13:28:51 DATA:  test-node.js result: performance: load: 4 total: 990 2021-08-31 14:48:20 DATA:  test-node.js result: performance: load: 5 total: 914
2021-08-31 13:28:51 INFO:  test-node.js test: concurrent 2021-08-31 14:48:20 INFO:  test-node.js test: concurrent
2021-08-31 13:28:51 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-08-31 14:48:20 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-08-31 13:28:51 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-08-31 14:48:20 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-08-31 13:28:52 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:21 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:28:52 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:22 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:28:57 STATE: test-node.js passed: detect: samples/ai-face.jpg default 2021-08-31 14:48:26 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-08-31 13:28:57 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 2021-08-31 14:48:26 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17}
2021-08-31 13:28:57 DATA:  test-node.js result: performance: load: 291 total: 4433 2021-08-31 14:48:26 DATA:  test-node.js result: performance: load: 299 total: 4319
2021-08-31 13:28:57 STATE: test-node.js passed: detect: samples/ai-face.jpg default 2021-08-31 14:48:26 STATE: test-node.js passed: detect: samples/ai-face.jpg default
2021-08-31 13:28:57 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 2021-08-31 14:48:26 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17}
2021-08-31 13:28:57 DATA:  test-node.js result: performance: load: 4 total: 4433 2021-08-31 14:48:26 DATA:  test-node.js result: performance: load: 5 total: 4319
2021-08-31 13:28:57 STATE: test-node.js passed: detect: samples/ai-body.jpg default 2021-08-31 14:48:26 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-08-31 13:28:57 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:26 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:28:57 DATA:  test-node.js result: performance: load: 291 total: 4433 2021-08-31 14:48:26 DATA:  test-node.js result: performance: load: 299 total: 4319
2021-08-31 13:28:57 STATE: test-node.js passed: detect: samples/ai-body.jpg default 2021-08-31 14:48:26 STATE: test-node.js passed: detect: samples/ai-body.jpg default
2021-08-31 13:28:57 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:26 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:28:57 DATA:  test-node.js result: performance: load: 4 total: 4433 2021-08-31 14:48:26 DATA:  test-node.js result: performance: load: 5 total: 4319
2021-08-31 13:28:57 INFO:  test-node.js test complete: 14689 ms 2021-08-31 14:48:26 INFO:  test-node.js test complete: 14833 ms
2021-08-31 13:28:57 INFO:  test-node-gpu.js start 2021-08-31 14:48:26 INFO:  test-node-gpu.js start
2021-08-31 13:28:57 WARN:  test-node-gpu.js stderr: 2021-08-31 13:28:57.815122: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 2021-08-31 14:48:27 WARN:  test-node-gpu.js stderr: 2021-08-31 14:48:27.542846: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
2021-08-31 13:28:57 WARN:  test-node-gpu.js stderr: 2021-08-31 13:28:57.864126: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 2021-08-31 14:48:27 WARN:  test-node-gpu.js stderr: 2021-08-31 14:48:27.824919: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
2021-08-31 13:28:57 WARN:  test-node-gpu.js stderr: 2021-08-31 13:28:57.864159: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 2021-08-31 14:48:27 WARN:  test-node-gpu.js stderr: 2021-08-31 14:48:27.824982: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist
2021-08-31 13:28:57 STATE: test-node-gpu.js passed: create human 2021-08-31 14:48:27 STATE: test-node-gpu.js passed: create human
2021-08-31 13:28:57 INFO:  test-node-gpu.js human version: 2.1.4 2021-08-31 14:48:27 INFO:  test-node-gpu.js human version: 2.1.4
2021-08-31 13:28:57 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0 2021-08-31 14:48:27 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.5.0
2021-08-31 13:28:57 INFO:  test-node-gpu.js tfjs version: 3.9.0 2021-08-31 14:48:27 INFO:  test-node-gpu.js tfjs version: 3.9.0
2021-08-31 13:28:58 STATE: test-node-gpu.js passed: set backend: tensorflow 2021-08-31 14:48:28 STATE: test-node-gpu.js passed: set backend: tensorflow
2021-08-31 13:28:58 STATE: test-node-gpu.js passed: load models 2021-08-31 14:48:28 STATE: test-node-gpu.js passed: load models
2021-08-31 13:28:58 STATE: test-node-gpu.js result: defined models: 14 loaded models: 7 2021-08-31 14:48:28 STATE: test-node-gpu.js result: defined models: 14 loaded models: 7
2021-08-31 13:28:58 STATE: test-node-gpu.js passed: warmup: none default 2021-08-31 14:48:28 STATE: test-node-gpu.js passed: warmup: none default
2021-08-31 13:28:59 STATE: test-node-gpu.js passed: warmup: face default 2021-08-31 14:48:29 STATE: test-node-gpu.js passed: warmup: face default
2021-08-31 13:28:59 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 2021-08-31 14:48:29 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4}
2021-08-31 13:28:59 DATA:  test-node-gpu.js result: performance: load: 300 total: 1133 2021-08-31 14:48:29 DATA:  test-node-gpu.js result: performance: load: 291 total: 1389
2021-08-31 13:29:00 STATE: test-node-gpu.js passed: warmup: body default 2021-08-31 14:48:30 STATE: test-node-gpu.js passed: warmup: body default
2021-08-31 13:29:00 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:30 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:29:00 DATA:  test-node-gpu.js result: performance: load: 300 total: 1090 2021-08-31 14:48:30 DATA:  test-node-gpu.js result: performance: load: 291 total: 1142
2021-08-31 13:29:00 INFO:  test-node-gpu.js test body variants 2021-08-31 14:48:30 INFO:  test-node-gpu.js test body variants
2021-08-31 13:29:01 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:31 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:29:02 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 2021-08-31 14:48:32 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet
2021-08-31 13:29:02 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 2021-08-31 14:48:32 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
2021-08-31 13:29:02 DATA:  test-node-gpu.js result: performance: load: 300 total: 797 2021-08-31 14:48:32 DATA:  test-node-gpu.js result: performance: load: 291 total: 807
2021-08-31 13:29:03 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:33 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:29:03 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 2021-08-31 14:48:33 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet
2021-08-31 13:29:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:33 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:29:03 DATA:  test-node-gpu.js result: performance: load: 300 total: 213 2021-08-31 14:48:33 DATA:  test-node-gpu.js result: performance: load: 291 total: 208
2021-08-31 13:29:03 STATE: test-node-gpu.js passed: detect: random default 2021-08-31 14:48:33 STATE: test-node-gpu.js passed: detect: random default
2021-08-31 13:29:04 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 2021-08-31 14:48:33 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0}
2021-08-31 13:29:04 DATA:  test-node-gpu.js result: performance: load: 300 total: 611 2021-08-31 14:48:33 DATA:  test-node-gpu.js result: performance: load: 291 total: 160
2021-08-31 13:29:04 INFO:  test-node-gpu.js test: first instance 2021-08-31 14:48:33 INFO:  test-node-gpu.js test: first instance
2021-08-31 13:29:04 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-08-31 14:48:34 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-08-31 13:29:05 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 2021-08-31 14:48:34 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-08-31 13:29:05 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 2021-08-31 14:48:34 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.69,"keypoints":10}
2021-08-31 13:29:05 DATA:  test-node-gpu.js result: performance: load: 300 total: 899 2021-08-31 14:48:34 DATA:  test-node-gpu.js result: performance: load: 291 total: 131
2021-08-31 13:29:05 INFO:  test-node-gpu.js test: second instance 2021-08-31 14:48:34 INFO:  test-node-gpu.js test: second instance
2021-08-31 13:29:05 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 2021-08-31 14:48:34 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3]
2021-08-31 13:29:06 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 2021-08-31 14:48:35 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default
2021-08-31 13:29:06 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10} 2021-08-31 14:48:35 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.69,"keypoints":10}
2021-08-31 13:29:06 DATA:  test-node-gpu.js result: performance: load: 2 total: 882 2021-08-31 14:48:35 DATA:  test-node-gpu.js result: performance: load: 2 total: 965
2021-08-31 13:29:06 INFO:  test-node-gpu.js test: concurrent 2021-08-31 14:48:35 INFO:  test-node-gpu.js test: concurrent
2021-08-31 13:29:06 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-08-31 14:48:35 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-08-31 13:29:06 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 2021-08-31 14:48:35 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3]
2021-08-31 13:29:07 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:36 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:29:08 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 2021-08-31 14:48:37 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3]
2021-08-31 13:29:12 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 2021-08-31 14:48:41 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17}
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: performance: load: 300 total: 4339 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: performance: load: 291 total: 4281
2021-08-31 13:29:12 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 2021-08-31 14:48:41 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17} 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":17}
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: performance: load: 2 total: 4339 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: performance: load: 2 total: 4281
2021-08-31 13:29:12 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 2021-08-31 14:48:41 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: performance: load: 300 total: 4339 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: performance: load: 291 total: 4281
2021-08-31 13:29:12 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 2021-08-31 14:48:41 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17}
2021-08-31 13:29:12 DATA:  test-node-gpu.js result: performance: load: 2 total: 4339 2021-08-31 14:48:41 DATA:  test-node-gpu.js result: performance: load: 2 total: 4281
2021-08-31 13:29:12 INFO:  test-node-gpu.js test complete: 14636 ms 2021-08-31 14:48:41 INFO:  test-node-gpu.js test complete: 13660 ms
2021-08-31 13:29:12 INFO:  test-node-wasm.js start 2021-08-31 14:48:41 INFO:  test-node-wasm.js start
2021-08-31 13:29:12 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030 2021-08-31 14:48:41 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030
2021-08-31 13:29:12 ERROR: test-node-wasm.js aborting test 2021-08-31 14:48:41 ERROR: test-node-wasm.js aborting test
2021-08-31 13:29:12 INFO:  status: {"passed":46,"failed":1} 2021-08-31 14:48:41 INFO:  status: {"passed":46,"failed":1}

2
typedoc/assets/js/search.js
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31
typedoc/classes/Human.html
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@ -134,6 +134,7 @@
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#match" class="tsd-kind-icon">match</a></li> <li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#match" class="tsd-kind-icon">match</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#next" class="tsd-kind-icon">next</a></li> <li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#next" class="tsd-kind-icon">next</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#segmentation-1" class="tsd-kind-icon">segmentation</a></li> <li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#segmentation-1" class="tsd-kind-icon">segmentation</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#setCanvas" class="tsd-kind-icon">set<wbr>Canvas</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#similarity" class="tsd-kind-icon">similarity</a></li> <li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#similarity" class="tsd-kind-icon">similarity</a></li>
<li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#warmup" class="tsd-kind-icon">warmup</a></li> <li class="tsd-kind-method tsd-parent-kind-class"><a href="Human.html#warmup" class="tsd-kind-icon">warmup</a></li>
</ul> </ul>
@ -842,6 +843,33 @@
</li> </li>
</ul> </ul>
</section> </section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
<a name="setCanvas" class="tsd-anchor"></a>
<h3>set<wbr>Canvas</h3>
<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
<li class="tsd-signature tsd-kind-icon">set<wbr>Canvas<span class="tsd-signature-symbol">(</span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">any</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">void</span></li>
</ul>
<ul class="tsd-descriptions">
<li class="tsd-description">
<aside class="tsd-sources">
</aside>
<div class="tsd-comment tsd-typography">
<div class="lead">
<p>Sets internal canvas methods</p>
</div>
</div>
<h4 class="tsd-parameters-title">Parameters</h4>
<ul class="tsd-parameters">
<li>
<h5>canvas: <span class="tsd-signature-type">any</span></h5>
<div class="tsd-comment tsd-typography">
</div>
</li>
</ul>
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">void</span></h4>
</li>
</ul>
</section>
<section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class"> <section class="tsd-panel tsd-member tsd-kind-method tsd-parent-kind-class">
<a name="similarity" class="tsd-anchor"></a> <a name="similarity" class="tsd-anchor"></a>
<h3>similarity</h3> <h3>similarity</h3>
@ -1007,6 +1035,9 @@
<li class=" tsd-kind-method tsd-parent-kind-class"> <li class=" tsd-kind-method tsd-parent-kind-class">
<a href="Human.html#segmentation-1" class="tsd-kind-icon">segmentation</a> <a href="Human.html#segmentation-1" class="tsd-kind-icon">segmentation</a>
</li> </li>
<li class=" tsd-kind-method tsd-parent-kind-class">
<a href="Human.html#setCanvas" class="tsd-kind-icon">set<wbr>Canvas</a>
</li>
<li class=" tsd-kind-method tsd-parent-kind-class"> <li class=" tsd-kind-method tsd-parent-kind-class">
<a href="Human.html#similarity" class="tsd-kind-icon">similarity</a> <a href="Human.html#similarity" class="tsd-kind-icon">similarity</a>
</li> </li>

1
types/src/draw/draw.d.ts vendored
View File

@ -42,6 +42,7 @@ export interface DrawOptions {
bufferedOutput: boolean; bufferedOutput: boolean;
} }
export declare const options: DrawOptions; export declare const options: DrawOptions;
export declare function setCanvas(obj: any): void;
export declare function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture>, drawOptions?: DrawOptions): Promise<void>; export declare function gesture(inCanvas: HTMLCanvasElement, result: Array<Gesture>, drawOptions?: DrawOptions): Promise<void>;
export declare function face(inCanvas: HTMLCanvasElement, result: Array<Face>, drawOptions?: DrawOptions): Promise<void>; export declare function face(inCanvas: HTMLCanvasElement, result: Array<Face>, drawOptions?: DrawOptions): Promise<void>;
export declare function body(inCanvas: HTMLCanvasElement, result: Array<Body>, drawOptions?: DrawOptions): Promise<void>; export declare function body(inCanvas: HTMLCanvasElement, result: Array<Body>, drawOptions?: DrawOptions): Promise<void>;

6
types/src/human.d.ts vendored
View File

@ -122,6 +122,12 @@ export declare class Human {
* @param userConfig: {@link Config} * @param userConfig: {@link Config}
*/ */
constructor(userConfig?: Config | Record<string, unknown>); constructor(userConfig?: Config | Record<string, unknown>);
/**
* Sets internal canvas methods
*
* @param canvas
*/
setCanvas: (canvas: any) => void;
/** @hidden */ /** @hidden */
analyze: (...msg: string[]) => void; analyze: (...msg: string[]) => void;
/** Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings) /** Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings)

2
wiki

@ -1 +1 @@
Subproject commit fcc3945dedd5682f06c45c32504a86a1a7e2a20b Subproject commit 7f55fd1c8aea22f33a767da840147b15aeeed034