mirror of https://github.com/vladmandic/human
add full nodejs test coverage
Vladimir Mandic
parent
900194b7f8
commit
6137611924
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@ -1,6 +1,6 @@
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# @vladmandic/human
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Version: **1.5.1**
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Version: **1.5.2**
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Description: **Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition**
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Author: **Vladimir Mandic <mandic00@live.com>**
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@ -9,8 +9,9 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
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## Changelog
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### **HEAD -> main** 2021/04/13 mandic00@live.com
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### **1.5.2** 2021/04/14 mandic00@live.com
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- experimental node-wasm support
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### **1.5.1** 2021/04/13 mandic00@live.com
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2
TODO.md
2
TODO.md
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@ -2,7 +2,7 @@
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## Big Ticket Items
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- Improve automated testing framework
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- N/A
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## Explore Models
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10
package.json
10
package.json
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@ -21,11 +21,11 @@
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"url": "git+https://github.com/vladmandic/human.git"
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},
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"scripts": {
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"start": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught --no-deprecation demo/node.js",
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"start": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught demo/node.js",
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"dev": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught server/serve.js",
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"build": "rimraf dist/* typedoc/* types/* && node --trace-warnings --unhandled-rejections=strict --trace-uncaught server/build.js",
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"lint": "eslint src server demo test",
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"test": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught --no-deprecation test/test-node.js"
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"test": "node --trace-warnings --unhandled-rejections=strict --trace-uncaught test/test.js"
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},
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"keywords": [
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"human",
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@ -61,14 +61,14 @@
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"@tensorflow/tfjs-layers": "^3.4.0",
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"@tensorflow/tfjs-node": "^3.4.0",
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"@tensorflow/tfjs-node-gpu": "^3.4.0",
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"@types/node": "^14.14.37",
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"@types/node": "^14.14.39",
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"@typescript-eslint/eslint-plugin": "^4.22.0",
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"@typescript-eslint/parser": "^4.22.0",
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"@vladmandic/pilogger": "^0.2.16",
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"@vladmandic/pilogger": "^0.2.17",
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"canvas": "^2.7.0",
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"chokidar": "^3.5.1",
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"dayjs": "^1.10.4",
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"esbuild": "^0.11.10",
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"esbuild": "^0.11.11",
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"eslint": "^7.24.0",
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"eslint-config-airbnb-base": "^14.2.1",
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"eslint-plugin-import": "^2.22.1",
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@ -1,6 +1,5 @@
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#!/usr/bin/env -S node --trace-warnings
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const ts = require('typescript');
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const path = require('path');
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const log = require('@vladmandic/pilogger');
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const esbuild = require('esbuild');
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const TypeDoc = require('typedoc');
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@ -265,6 +264,7 @@ async function build(f, msg, dev = false) {
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}
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if (require.main === module) {
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log.logFile(path.join(__dirname, 'build.log'));
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log.header();
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build('all', 'startup');
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} else {
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@ -0,0 +1,34 @@
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2021-04-15 09:36:00 [36mINFO: [39m @vladmandic/human version 1.5.2
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2021-04-15 09:36:00 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v15.7.0
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2021-04-15 09:36:00 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true,"sourcemap":true,"bundle":true,"metafile":true,"target":"es2018"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: node type: tfjs: {"imports":1,"importBytes":39,"outputBytes":733,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: node type: node: {"imports":46,"importBytes":545147,"outputBytes":304326,"outputFiles":"dist/human.node.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":43,"outputBytes":737,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: nodeGPU type: node: {"imports":46,"importBytes":545151,"outputBytes":304334,"outputFiles":"dist/human.node-gpu.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":81,"outputBytes":783,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: nodeWASM type: node: {"imports":46,"importBytes":545197,"outputBytes":304378,"outputFiles":"dist/human.node-wasm.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2488,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:36:00 [35mSTATE:[39m Build for: browserNoBundle type: esm: {"imports":46,"importBytes":545808,"outputBytes":304324,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-04-15 09:36:01 [35mSTATE:[39m Build for: browserBundle type: tfjs: {"modules":1262,"moduleBytes":4068263,"imports":7,"importBytes":2488,"outputBytes":1097287,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:36:01 [35mSTATE:[39m Build for: browserBundle type: iife: {"imports":46,"importBytes":1641701,"outputBytes":1397747,"outputFiles":"dist/human.js"}
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2021-04-15 09:36:02 [35mSTATE:[39m Build for: browserBundle type: esm: {"imports":46,"importBytes":1641701,"outputBytes":1397705,"outputFiles":"dist/human.esm.js"}
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2021-04-15 09:36:02 [36mINFO: [39m Generate types: ["src/human.ts"]
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2021-04-15 09:36:07 [36mINFO: [39m Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-04-15 09:36:07 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"]
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2021-04-15 09:40:34 [36mINFO: [39m @vladmandic/human version 1.5.2
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2021-04-15 09:40:34 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v15.7.0
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2021-04-15 09:40:34 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true,"sourcemap":true,"bundle":true,"metafile":true,"target":"es2018"}
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2021-04-15 09:40:34 [35mSTATE:[39m Build for: node type: tfjs: {"imports":1,"importBytes":39,"outputBytes":733,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:40:34 [35mSTATE:[39m Build for: node type: node: {"imports":46,"importBytes":545147,"outputBytes":304326,"outputFiles":"dist/human.node.js"}
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2021-04-15 09:40:34 [35mSTATE:[39m Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":43,"outputBytes":737,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: nodeGPU type: node: {"imports":46,"importBytes":545151,"outputBytes":304334,"outputFiles":"dist/human.node-gpu.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":81,"outputBytes":783,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: nodeWASM type: node: {"imports":46,"importBytes":545197,"outputBytes":304378,"outputFiles":"dist/human.node-wasm.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2488,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: browserNoBundle type: esm: {"imports":46,"importBytes":545808,"outputBytes":304324,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-04-15 09:40:35 [35mSTATE:[39m Build for: browserBundle type: tfjs: {"modules":1262,"moduleBytes":4068263,"imports":7,"importBytes":2488,"outputBytes":1097287,"outputFiles":"dist/tfjs.esm.js"}
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2021-04-15 09:40:36 [35mSTATE:[39m Build for: browserBundle type: iife: {"imports":46,"importBytes":1641701,"outputBytes":1397747,"outputFiles":"dist/human.js"}
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2021-04-15 09:40:36 [35mSTATE:[39m Build for: browserBundle type: esm: {"imports":46,"importBytes":1641701,"outputBytes":1397705,"outputFiles":"dist/human.esm.js"}
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2021-04-15 09:40:36 [36mINFO: [39m Generate types: ["src/human.ts"]
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2021-04-15 09:40:41 [36mINFO: [39m Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-04-15 09:40:41 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"]
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@ -1,5 +1,3 @@
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#!/usr/bin/env -S node --trace-warnings
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/*
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micro http2 server with file monitoring and automatic app rebuild
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- can process concurrent http requests
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@ -4,22 +4,23 @@
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### NodeJS using TensorFlow library
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- Image filters are disabled due to lack of Canvas and WeBGL access
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- Face rotation is disabled for `NodeJS` platform:
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`Kernel 'RotateWithOffset' not registered for backend 'tensorflow'`
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<https://github.com/tensorflow/tfjs/issues/4606>
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- Image filters are disabled due to lack of Canvas and WeBGL access
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### NodeJS with GPU acceleation using CUDA
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- Image filters are disabled due to lack of Canvas and WeBGL access
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- Face rotation is disabled for `NodeJS` platform:
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`Kernel 'RotateWithOffset' not registered for backend 'tensorflow'`
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<https://github.com/tensorflow/tfjs/issues/4606>
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- Image filters are disabled due to lack of Canvas and WeBGL access
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### NodeJS using WASM
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- Requires dev http server
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See <https://github.com/tensorflow/tfjs/issues/4927>
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- Image filters are disabled due to lack of Canvas and WeBGL access
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- Only supported input is Tensor due to missing image decoders
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- Warmup returns null and is marked as failed
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Missing native Image implementation in NodeJS
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@ -1,23 +1,25 @@
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const process = require('process');
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const path = require('path');
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const log = require('@vladmandic/pilogger');
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const canvasJS = require('canvas');
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const fetch = require('node-fetch').default;
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let config;
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log.info('test:', path.basename(process.argv[1]));
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const log = (status, ...data) => {
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if (typeof process.send !== 'undefined') process.send([status, data]);
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else process.stdout.write(JSON.stringify(data));
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};
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async function testHTTP() {
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if (config.modelBasePath.startsWith('file:')) return true;
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return new Promise((resolve) => {
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fetch(config.modelBasePath)
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.then((res) => {
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if (res && res.ok) log.state('passed: model server:', config.modelBasePath);
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else log.error('failed: model server:', config.modelBasePath);
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if (res && res.ok) log('state', 'passed: model server:', config.modelBasePath);
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else log('error', 'failed: model server:', config.modelBasePath);
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resolve(res && res.ok);
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})
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.catch((err) => {
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log.error('failed: model server:', err.message);
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log('error', 'failed: model server:', err.message);
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resolve(false);
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});
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});
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try {
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img = await canvasJS.loadImage(input);
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} catch (err) {
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log.error('failed: load image', input, err.message);
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log('error', 'failed: load image', input, err.message);
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return img;
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}
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const canvas = canvasJS.createCanvas(img.width, img.height);
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const reshape = human.tf.reshape(rgb, [1, canvas.width, canvas.height, 3]); // move extra dim from the end of tensor and use it as batch number instead
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return reshape;
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});
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if (res && res.shape[0] === 1 && res.shape[3] === 3) log.state('passed: load image:', input, res.shape);
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else log.error('failed: load image:', input, res);
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if (res && res.shape[0] === 1 && res.shape[3] === 3) log('state', 'passed: load image:', input, res.shape);
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else log('error', 'failed: load image:', input, res);
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return res;
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}
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const person = (detect.face && detect.face[0]) ? { confidence: detect.face[0].confidence, age: detect.face[0].age, gender: detect.face[0].gender } : {};
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const object = (detect.object && detect.object[0]) ? { score: detect.object[0].score, class: detect.object[0].label } : {};
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const body = (detect.body && detect.body[0]) ? { score: detect.body[0].score, keypoints: detect.body[0].keypoints.length } : {};
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if (detect.face) log.data(' result: face:', detect.face?.length, 'body:', detect.body?.length, 'hand:', detect.hand?.length, 'gesture:', detect.gesture?.length, 'object:', detect.object?.length, person, object, body);
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if (detect.performance) log.data(' result: performance:', 'load:', detect?.performance.load, 'total:', detect.performance?.total);
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if (detect.face) log('data', ' result: face:', detect.face?.length, 'body:', detect.body?.length, 'hand:', detect.hand?.length, 'gesture:', detect.gesture?.length, 'object:', detect.object?.length, person, object, body);
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if (detect.performance) log('data', ' result: performance:', 'load:', detect?.performance.load, 'total:', detect.performance?.total);
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}
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async function testInstance(human) {
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if (human) log.state('passed: create human');
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else log.error('failed: create human');
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if (human) log('state', 'passed: create human');
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else log('error', 'failed: create human');
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// if (!human.tf) human.tf = tf;
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log.info('human version:', human.version);
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log.info('platform:', human.sysinfo.platform, 'agent:', human.sysinfo.agent);
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log.info('tfjs version:', human.tf.version.tfjs);
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log('info', 'human version:', human.version);
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log('info', 'platform:', human.sysinfo.platform, 'agent:', human.sysinfo.agent);
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log('info', 'tfjs version:', human.tf.version.tfjs);
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await human.load();
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if (config.backend === human.tf.getBackend()) log.state('passed: set backend:', config.backend);
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else log.error('failed: set backend:', config.backend);
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if (config.backend === human.tf.getBackend()) log('state', 'passed: set backend:', config.backend);
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else log('error', 'failed: set backend:', config.backend);
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if (human.models) {
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log.state('passed: load models');
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log('state', 'passed: load models');
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const keys = Object.keys(human.models);
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const loaded = keys.filter((model) => human.models[model]);
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log.data(' result: defined models:', keys.length, 'loaded models:', loaded.length);
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log('state', ' result: defined models:', keys.length, 'loaded models:', loaded.length);
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return true;
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}
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log.error('failed: load models');
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log('error', 'failed: load models');
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return false;
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}
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try {
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warmup = await human.warmup(config);
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} catch (err) {
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log.error('error warmup');
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log('error', 'error warmup');
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}
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if (warmup) {
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log.state('passed: warmup:', config.warmup, title);
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log('state', 'passed: warmup:', config.warmup, title);
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printResults(warmup);
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return true;
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}
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log.error('failed: warmup:', config.warmup, title);
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log('error', 'failed: warmup:', config.warmup, title);
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return false;
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}
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async function testDetect(human, input, title) {
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const image = input ? await getImage(human, input) : human.tf.randomNormal([1, 1024, 1024, 3]);
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if (!image) {
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log.error('failed: detect: input is null');
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log('error', 'failed: detect: input is null');
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return false;
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}
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let detect;
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try {
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detect = await human.detect(image, config);
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} catch (err) {
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log.error('error: detect', err);
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log('error', 'error: detect', err);
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}
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if (image instanceof human.tf.Tensor) human.tf.dispose(image);
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if (detect) {
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log.state('passed: detect:', input || 'random', title);
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log('state', 'passed: detect:', input || 'random', title);
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printResults(detect);
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return true;
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}
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log.error('failed: detect', input || 'random', title);
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log('error', 'failed: detect', input || 'random', title);
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return false;
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}
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config = inputConfig;
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const ok = await testHTTP();
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if (!ok) {
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log.warn('aborting test');
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log('error', 'aborting test');
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return;
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}
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const t0 = process.hrtime.bigint();
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config.warmup = 'body';
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await testWarmup(human, 'default');
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log.info('test body variants');
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log('info', 'test body variants');
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config.body = { modelPath: 'posenet.json', enabled: true };
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await testDetect(human, 'assets/human-sample-body.jpg', 'posenet');
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config.body = { modelPath: 'efficientpose.json', enabled: true };
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@ -143,12 +145,12 @@ async function test(Human, inputConfig) {
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await testDetect(human, 'assets/human-sample-body.jpg', 'blazepose');
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await testDetect(human, null, 'default');
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log.info('test: first instance');
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log('info', 'test: first instance');
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await testDetect(human, 'assets/sample-me.jpg', 'default');
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log.info('test: second instance');
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log('info', 'test: second instance');
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const second = new Human(config);
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await testDetect(second, 'assets/sample-me.jpg', 'default');
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log.info('test: concurrent');
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log('info', 'test: concurrent');
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await Promise.all([
|
||||
testDetect(human, 'assets/human-sample-face.jpg', 'default'),
|
||||
testDetect(second, 'assets/human-sample-face.jpg', 'default'),
|
||||
|
|
@ -156,7 +158,7 @@ async function test(Human, inputConfig) {
|
|||
testDetect(second, 'assets/human-sample-body.jpg', 'default'),
|
||||
]);
|
||||
const t1 = process.hrtime.bigint();
|
||||
log.info('test complete:', Math.trunc(parseInt((t1 - t0).toString()) / 1000 / 1000), 'ms');
|
||||
log('info', 'test complete:', Math.trunc(parseInt((t1 - t0).toString()) / 1000 / 1000), 'ms');
|
||||
}
|
||||
|
||||
exports.test = test;
|
||||
|
|
|
|||
|
|
@ -0,0 +1,69 @@
|
|||
const path = require('path');
|
||||
const process = require('process');
|
||||
const { fork } = require('child_process');
|
||||
const log = require('@vladmandic/pilogger');
|
||||
|
||||
const tests = [
|
||||
'test-node.js',
|
||||
'test-node-gpu.js',
|
||||
'test-node-wasm.js',
|
||||
];
|
||||
|
||||
const ignore = [
|
||||
'cpu_feature_guard.cc',
|
||||
'rebuild TensorFlow',
|
||||
'xla_gpu_device.cc',
|
||||
'cudart_stub.cc',
|
||||
'cuda_driver.cc:326',
|
||||
'cpu_allocator_impl.cc',
|
||||
];
|
||||
|
||||
const status = {
|
||||
passed: 0,
|
||||
failed: 0,
|
||||
};
|
||||
|
||||
function logMessage(test, data) {
|
||||
log[data[0]](test, ...data[1]);
|
||||
if (data[1][0].startsWith('passed')) status.passed++;
|
||||
if (data[1][0].startsWith('failed')) status.failed++;
|
||||
}
|
||||
|
||||
function logStdIO(ok, test, buffer) {
|
||||
const lines = buffer.toString().split(/\r\n|\n\r|\n|\r/);
|
||||
const filtered = lines.filter((line) => {
|
||||
for (const ignoreString of ignore) {
|
||||
if (line.includes(ignoreString)) return false;
|
||||
}
|
||||
return true;
|
||||
});
|
||||
for (const line of filtered) {
|
||||
if (line.length < 2) continue;
|
||||
if (ok) log.data(test, 'stdout:', line);
|
||||
else log.warn(test, 'stderr:', line);
|
||||
}
|
||||
}
|
||||
|
||||
async function runTest(test) {
|
||||
return new Promise((resolve) => {
|
||||
log.info(test, 'start');
|
||||
const child = fork(path.join(__dirname, test), [], { silent: true });
|
||||
child.on('message', (data) => logMessage(test, data));
|
||||
child.on('error', (data) => log.error(test, ':', data.message || data));
|
||||
child.on('close', (code) => resolve(code));
|
||||
child.stdout?.on('data', (data) => logStdIO(true, test, data));
|
||||
child.stderr?.on('data', (data) => logStdIO(false, test, data));
|
||||
});
|
||||
}
|
||||
|
||||
async function testAll() {
|
||||
log.logFile(path.join(__dirname, 'test.log'));
|
||||
log.header();
|
||||
process.on('unhandledRejection', (data) => log.error('nodejs unhandled rejection', data));
|
||||
process.on('uncaughtException', (data) => log.error('nodejs unhandled exception', data));
|
||||
log.info('tests:', tests);
|
||||
for (const test of tests) await runTest(test);
|
||||
log.info('status:', status);
|
||||
}
|
||||
|
||||
testAll();
|
||||
|
|
@ -0,0 +1,181 @@
|
|||
2021-04-15 09:33:11 [36mINFO: [39m @vladmandic/human version 1.5.2
|
||||
2021-04-15 09:33:11 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v15.7.0
|
||||
2021-04-15 09:33:11 [36mINFO: [39m tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
|
||||
2021-04-15 09:33:11 [36mINFO: [39m test-node.js start
|
||||
2021-04-15 09:33:12 [35mSTATE:[39m test-node.js passed: create human
|
||||
2021-04-15 09:33:12 [36mINFO: [39m test-node.js human version: 1.5.2
|
||||
2021-04-15 09:33:12 [36mINFO: [39m test-node.js platform: linux x64 agent: NodeJS v15.7.0
|
||||
2021-04-15 09:33:12 [36mINFO: [39m test-node.js tfjs version: 3.4.0
|
||||
2021-04-15 09:33:12 [35mSTATE:[39m test-node.js passed: set backend: tensorflow
|
||||
2021-04-15 09:33:12 [35mSTATE:[39m test-node.js passed: load models
|
||||
2021-04-15 09:33:12 [35mSTATE:[39m test-node.js result: defined models: 12 loaded models: 6
|
||||
2021-04-15 09:33:12 [35mSTATE:[39m test-node.js passed: warmup: none default
|
||||
2021-04-15 09:33:13 [35mSTATE:[39m test-node.js passed: warmup: face default
|
||||
2021-04-15 09:33:13 [32mDATA: [39m test-node.js result: face: 1 body: 0 hand: 0 gesture: 2 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {}
|
||||
2021-04-15 09:33:13 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1252
|
||||
2021-04-15 09:33:15 [35mSTATE:[39m test-node.js passed: warmup: body default
|
||||
2021-04-15 09:33:15 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.95,"keypoints":17}
|
||||
2021-04-15 09:33:15 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1305
|
||||
2021-04-15 09:33:15 [36mINFO: [39m test-node.js test body variants
|
||||
2021-04-15 09:33:16 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:17 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-04-15 09:33:17 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.95,"keypoints":17}
|
||||
2021-04-15 09:33:17 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1246
|
||||
2021-04-15 09:33:18 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:20 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg efficientpose
|
||||
2021-04-15 09:33:20 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.75,"keypoints":13}
|
||||
2021-04-15 09:33:20 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1851
|
||||
2021-04-15 09:33:21 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:22 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg blazepose
|
||||
2021-04-15 09:33:22 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:22 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1320
|
||||
2021-04-15 09:33:23 [35mSTATE:[39m test-node.js passed: detect: random default
|
||||
2021-04-15 09:33:23 [32mDATA: [39m test-node.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:23 [32mDATA: [39m test-node.js result: performance: load: 485 total: 692
|
||||
2021-04-15 09:33:23 [36mINFO: [39m test-node.js test: first instance
|
||||
2021-04-15 09:33:24 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:33:25 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:33:25 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:25 [32mDATA: [39m test-node.js result: performance: load: 485 total: 1038
|
||||
2021-04-15 09:33:25 [36mINFO: [39m test-node.js test: second instance
|
||||
2021-04-15 09:33:25 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:33:26 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:33:26 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:26 [32mDATA: [39m test-node.js result: performance: load: 6 total: 1200
|
||||
2021-04-15 09:33:26 [36mINFO: [39m test-node.js test: concurrent
|
||||
2021-04-15 09:33:26 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:33:26 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:33:27 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:28 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:33 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: performance: load: 485 total: 4406
|
||||
2021-04-15 09:33:33 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: performance: load: 6 total: 4407
|
||||
2021-04-15 09:33:33 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: performance: load: 485 total: 4406
|
||||
2021-04-15 09:33:33 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:33 [32mDATA: [39m test-node.js result: performance: load: 6 total: 4407
|
||||
2021-04-15 09:33:33 [36mINFO: [39m test-node.js test complete: 21236 ms
|
||||
2021-04-15 09:33:33 [36mINFO: [39m test-node-gpu.js start
|
||||
2021-04-15 09:33:33 [33mWARN: [39m test-node-gpu.js stderr: 2021-04-15 09:33:33.862585: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory
|
||||
2021-04-15 09:33:33 [33mWARN: [39m test-node-gpu.js stderr: 2021-04-15 09:33:33.916618: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory
|
||||
2021-04-15 09:33:33 [33mWARN: [39m test-node-gpu.js stderr: 2021-04-15 09:33:33.916711: 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
|
||||
2021-04-15 09:33:34 [35mSTATE:[39m test-node-gpu.js passed: create human
|
||||
2021-04-15 09:33:34 [36mINFO: [39m test-node-gpu.js human version: 1.5.2
|
||||
2021-04-15 09:33:34 [36mINFO: [39m test-node-gpu.js platform: linux x64 agent: NodeJS v15.7.0
|
||||
2021-04-15 09:33:34 [36mINFO: [39m test-node-gpu.js tfjs version: 3.4.0
|
||||
2021-04-15 09:33:34 [35mSTATE:[39m test-node-gpu.js passed: set backend: tensorflow
|
||||
2021-04-15 09:33:34 [35mSTATE:[39m test-node-gpu.js passed: load models
|
||||
2021-04-15 09:33:34 [35mSTATE:[39m test-node-gpu.js result: defined models: 12 loaded models: 6
|
||||
2021-04-15 09:33:34 [35mSTATE:[39m test-node-gpu.js passed: warmup: none default
|
||||
2021-04-15 09:33:35 [35mSTATE:[39m test-node-gpu.js passed: warmup: face default
|
||||
2021-04-15 09:33:35 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 0 hand: 0 gesture: 2 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {}
|
||||
2021-04-15 09:33:35 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 1274
|
||||
2021-04-15 09:33:37 [35mSTATE:[39m test-node-gpu.js passed: warmup: body default
|
||||
2021-04-15 09:33:37 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.95,"keypoints":17}
|
||||
2021-04-15 09:33:37 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 1295
|
||||
2021-04-15 09:33:37 [36mINFO: [39m test-node-gpu.js test body variants
|
||||
2021-04-15 09:33:38 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:39 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-04-15 09:33:39 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.95,"keypoints":17}
|
||||
2021-04-15 09:33:39 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 1285
|
||||
2021-04-15 09:33:40 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:42 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg efficientpose
|
||||
2021-04-15 09:33:42 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.75,"keypoints":13}
|
||||
2021-04-15 09:33:42 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 2037
|
||||
2021-04-15 09:33:43 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:44 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg blazepose
|
||||
2021-04-15 09:33:44 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:44 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 1433
|
||||
2021-04-15 09:33:45 [35mSTATE:[39m test-node-gpu.js passed: detect: random default
|
||||
2021-04-15 09:33:45 [32mDATA: [39m test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:45 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 714
|
||||
2021-04-15 09:33:45 [36mINFO: [39m test-node-gpu.js test: first instance
|
||||
2021-04-15 09:33:46 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:33:47 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:33:47 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:47 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 1050
|
||||
2021-04-15 09:33:47 [36mINFO: [39m test-node-gpu.js test: second instance
|
||||
2021-04-15 09:33:47 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:33:48 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:33:48 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:48 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 1028
|
||||
2021-04-15 09:33:48 [36mINFO: [39m test-node-gpu.js test: concurrent
|
||||
2021-04-15 09:33:48 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:33:48 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:33:49 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:50 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 4261
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 4261
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: performance: load: 464 total: 4261
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:33:55 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 4261
|
||||
2021-04-15 09:33:55 [36mINFO: [39m test-node-gpu.js test complete: 21151 ms
|
||||
2021-04-15 09:33:55 [36mINFO: [39m test-node-wasm.js start
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-wasm.js passed: model server: http://localhost:10030/models/
|
||||
2021-04-15 09:33:55 [35mSTATE:[39m test-node-wasm.js passed: create human
|
||||
2021-04-15 09:33:55 [36mINFO: [39m test-node-wasm.js human version: 1.5.2
|
||||
2021-04-15 09:33:55 [36mINFO: [39m test-node-wasm.js platform: linux x64 agent: NodeJS v15.7.0
|
||||
2021-04-15 09:33:55 [36mINFO: [39m test-node-wasm.js tfjs version: 3.4.0
|
||||
2021-04-15 09:33:56 [35mSTATE:[39m test-node-wasm.js passed: set backend: wasm
|
||||
2021-04-15 09:33:56 [35mSTATE:[39m test-node-wasm.js passed: load models
|
||||
2021-04-15 09:33:56 [35mSTATE:[39m test-node-wasm.js result: defined models: 12 loaded models: 5
|
||||
2021-04-15 09:33:56 [35mSTATE:[39m test-node-wasm.js passed: warmup: none default
|
||||
2021-04-15 09:33:56 [31mERROR:[39m test-node-wasm.js failed: warmup: face default
|
||||
2021-04-15 09:33:56 [31mERROR:[39m test-node-wasm.js failed: warmup: body default
|
||||
2021-04-15 09:33:56 [36mINFO: [39m test-node-wasm.js test body variants
|
||||
2021-04-15 09:33:58 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:34:01 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-04-15 09:34:01 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17}
|
||||
2021-04-15 09:34:01 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 2835
|
||||
2021-04-15 09:34:02 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:34:08 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-body.jpg efficientpose
|
||||
2021-04-15 09:34:08 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":0.5,"keypoints":16}
|
||||
2021-04-15 09:34:08 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 5024
|
||||
2021-04-15 09:34:09 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:34:12 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-body.jpg blazepose
|
||||
2021-04-15 09:34:12 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:12 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 2437
|
||||
2021-04-15 09:34:13 [35mSTATE:[39m test-node-wasm.js passed: detect: random default
|
||||
2021-04-15 09:34:13 [32mDATA: [39m test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:13 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 1384
|
||||
2021-04-15 09:34:13 [36mINFO: [39m test-node-wasm.js test: first instance
|
||||
2021-04-15 09:34:14 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:34:16 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:34:16 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":39.2,"gender":"male"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:16 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 2091
|
||||
2021-04-15 09:34:16 [36mINFO: [39m test-node-wasm.js test: second instance
|
||||
2021-04-15 09:34:17 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-04-15 09:34:19 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/sample-me.jpg default
|
||||
2021-04-15 09:34:19 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":39.2,"gender":"male"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:19 [32mDATA: [39m test-node-wasm.js result: performance: load: 3 total: 2065
|
||||
2021-04-15 09:34:19 [36mINFO: [39m test-node-wasm.js test: concurrent
|
||||
2021-04-15 09:34:19 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:34:19 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-04-15 09:34:21 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:34:23 [35mSTATE:[39m test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-04-15 09:34:31 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":23.6,"gender":"female"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 7839
|
||||
2021-04-15 09:34:31 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":23.6,"gender":"female"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: performance: load: 3 total: 7839
|
||||
2021-04-15 09:34:31 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: performance: load: 827 total: 7839
|
||||
2021-04-15 09:34:31 [35mSTATE:[39m test-node-wasm.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 2 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
|
||||
2021-04-15 09:34:31 [32mDATA: [39m test-node-wasm.js result: performance: load: 3 total: 7839
|
||||
2021-04-15 09:34:31 [36mINFO: [39m test-node-wasm.js test complete: 35570 ms
|
||||
2021-04-15 09:34:31 [36mINFO: [39m status: {"passed":74,"failed":2}
|
||||
Loading…
Reference in New Issue