mirror of https://github.com/vladmandic/human
update typedoc definitions
Vladimir Mandic
parent
b580ac2c3b
commit
c76d5ee5a2
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@ -11,6 +11,7 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
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### **HEAD -> main** 2021/05/30 mandic00@live.com
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- implemented service worker
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- quantized centernet
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- release candidate
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- added usage restrictions
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@ -8,6 +8,7 @@
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<meta name="application-name" content="Human">
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<meta name="description" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="msapplication-tooltip" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="theme-color" content="#000000">
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<link rel="manifest" href="./manifest.webmanifest">
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<link rel="shortcut icon" href="../favicon.ico" type="image/x-icon">
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<link rel="apple-touch-icon" href="../assets/icon.png">
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@ -8,6 +8,7 @@
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<meta name="application-name" content="Human">
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<meta name="description" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="msapplication-tooltip" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="theme-color" content="#000000">
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<link rel="manifest" href="./manifest.webmanifest">
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<link rel="shortcut icon" href="../favicon.ico" type="image/x-icon">
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<link rel="apple-touch-icon" href="../assets/icon.png">
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@ -1,5 +1,4 @@
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/* eslint-disable max-len */
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// @ts-nocheck
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// based on: https://github.com/munrocket/gl-bench
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const UICSS = `
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@ -8,6 +8,7 @@
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<meta name="application-name" content="Human">
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<meta name="description" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="msapplication-tooltip" content="Human: 3D Face Detection, Body Pose, Hand & Finger Tracking, Iris Tracking, Age & Gender Prediction, Emotion Prediction & Gesture Recognition; Author: Vladimir Mandic <https://github.com/vladmandic>">
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<meta name="theme-color" content="#000000">
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<link rel="manifest" href="./manifest.webmanifest">
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<link rel="shortcut icon" href="../favicon.ico" type="image/x-icon">
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<link rel="apple-touch-icon" href="../assets/icon.png">
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@ -30,6 +30,8 @@ let human;
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const userConfig = {
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warmup: 'none',
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backend: 'webgl',
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wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.6.0/dist/',
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/*
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async: false,
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cacheSensitivity: 0,
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filter: {
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@ -49,6 +51,7 @@ const userConfig = {
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body: { enabled: false, modelPath: 'movenet-lightning.json' },
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object: { enabled: false },
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gesture: { enabled: true },
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*/
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};
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const drawOptions = {
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@ -9,6 +9,7 @@
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<meta name="keywords" content="Human">
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<meta name="description" content="Human; Author: Vladimir Mandic <mandic00@live.com>">
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<meta name="msapplication-tooltip" content="Human; Author: Vladimir Mandic <mandic00@live.com>">
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<meta name="theme-color" content="#000000">
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<link rel="manifest" href="manifest.webmanifest">
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<link rel="shortcut icon" href="/favicon.ico" type="image/x-icon">
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<link rel="icon" sizes="256x256" href="../assets/icon.png">
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@ -123,7 +123,7 @@ function mergeDeep(...objects) {
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var config = {
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backend: "webgl",
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modelBasePath: "../models/",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist/",
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debug: true,
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async: true,
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warmup: "full",
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@ -124,7 +124,7 @@ function mergeDeep(...objects) {
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var config = {
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backend: "webgl",
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modelBasePath: "../models/",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist/",
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debug: true,
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async: true,
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warmup: "full",
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@ -123,7 +123,7 @@ function mergeDeep(...objects) {
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var config = {
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backend: "webgl",
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modelBasePath: "../models/",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
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wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist/",
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debug: true,
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async: true,
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warmup: "full",
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@ -1,17 +1,17 @@
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2021-05-30 17:55:58 [36mINFO: [39m @vladmandic/human version 2.0.0
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2021-05-30 17:55:58 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.0.0
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2021-05-30 17:55:58 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: node type: node: {"imports":39,"importBytes":446068,"outputBytes":398047,"outputFiles":"dist/human.node.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: nodeGPU type: node: {"imports":39,"importBytes":446076,"outputBytes":398051,"outputFiles":"dist/human.node-gpu.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: nodeWASM type: node: {"imports":39,"importBytes":446143,"outputBytes":398123,"outputFiles":"dist/human.node-wasm.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 17:55:58 [35mSTATE:[39m Build for: browserNoBundle type: esm: {"imports":39,"importBytes":446170,"outputBytes":243299,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-05-30 17:55:59 [35mSTATE:[39m Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 17:55:59 [35mSTATE:[39m Build for: browserBundle type: iife: {"imports":39,"importBytes":1556194,"outputBytes":1351116,"outputFiles":"dist/human.js"}
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2021-05-30 17:56:00 [35mSTATE:[39m Build for: browserBundle type: esm: {"imports":39,"importBytes":1556194,"outputBytes":1351108,"outputFiles":"dist/human.esm.js"}
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2021-05-30 17:56:00 [36mINFO: [39m Generate types: ["src/human.ts"]
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2021-05-30 17:56:05 [36mINFO: [39m Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-05-30 17:56:05 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"]
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2021-05-30 18:44:01 [36mINFO: [39m @vladmandic/human version 2.0.0
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2021-05-30 18:44:01 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.0.0
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2021-05-30 18:44:01 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: node type: node: {"imports":39,"importBytes":446470,"outputBytes":398046,"outputFiles":"dist/human.node.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1300,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: nodeGPU type: node: {"imports":39,"importBytes":446478,"outputBytes":398050,"outputFiles":"dist/human.node-gpu.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1367,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: nodeWASM type: node: {"imports":39,"importBytes":446545,"outputBytes":398122,"outputFiles":"dist/human.node-wasm.js"}
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2021-05-30 18:44:01 [35mSTATE:[39m Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2478,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 18:44:02 [35mSTATE:[39m Build for: browserNoBundle type: esm: {"imports":39,"importBytes":446572,"outputBytes":243298,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-05-30 18:44:02 [35mSTATE:[39m Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2478,"outputBytes":1111418,"outputFiles":"dist/tfjs.esm.js"}
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2021-05-30 18:44:02 [35mSTATE:[39m Build for: browserBundle type: iife: {"imports":39,"importBytes":1556596,"outputBytes":1351115,"outputFiles":"dist/human.js"}
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2021-05-30 18:44:03 [35mSTATE:[39m Build for: browserBundle type: esm: {"imports":39,"importBytes":1556596,"outputBytes":1351107,"outputFiles":"dist/human.esm.js"}
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2021-05-30 18:44:03 [36mINFO: [39m Generate types: ["src/human.ts"]
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2021-05-30 18:44:07 [36mINFO: [39m Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-05-30 18:44:07 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"]
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@ -5,6 +5,7 @@
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* Configuration interface definition for **Human** library
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*
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* Contains all configurable parameters
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* @typedef Config
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*/
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export interface Config {
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/** Backend used for TFJS operations */
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@ -194,7 +195,7 @@ const config: Config = {
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backend: 'webgl', // select tfjs backend to use, leave empty to use default backend
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// can be 'webgl', 'wasm', 'cpu', or 'humangl' which is a custom version of webgl
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modelBasePath: '../models/', // base path for all models
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wasmPath: '../node_modules/@tensorflow/tfjs-backend-wasm/dist//', // path for wasm binaries, only used for backend: wasm
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wasmPath: '../node_modules/@tensorflow/tfjs-backend-wasm/dist/', // path for wasm binaries, only used for backend: wasm
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debug: true, // print additional status messages to console
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async: true, // execute enabled models in parallel
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warmup: 'full', // what to use for human.warmup(), can be 'none', 'face', 'full'
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33
src/human.ts
33
src/human.ts
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@ -32,10 +32,14 @@ export type { Config } from './config';
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export type { Result, Face, Hand, Body, Item, Gesture } from './result';
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export type { DrawOptions } from './draw/draw';
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/** Defines all possible input types for **Human** detection */
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/** Defines all possible input types for **Human** detection
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* @typedef Input
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*/
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export type Input = Tensor | typeof Image | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas;
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/** Error message */
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/** Error message
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* @typedef Error
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*/
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export type Error = { error: string };
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/** Instance of TensorFlow/JS */
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@ -52,6 +56,8 @@ type Model = unknown;
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* - Configuration object definition: {@link Config}
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* - Results object definition: {@link Result}
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* - Possible inputs: {@link Input}
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*
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* @param userConfig: {@link Config}
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*/
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export class Human {
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/** Current version of Human library in semver format */
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@ -68,9 +74,9 @@ export class Human {
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* - Can be polled to determine operations that are currently executed
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*/
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state: string;
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/** Internal: Instance of current image being processed */
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/** @internal: Instance of current image being processed */
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image: { tensor: Tensor | null, canvas: OffscreenCanvas | HTMLCanvasElement | null };
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/** Internal: Instance of TensorFlow/JS used by Human
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/** @internal: Instance of TensorFlow/JS used by Human
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* - Can be embedded or externally provided
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*/
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tf: TensorFlow;
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@ -91,7 +97,7 @@ export class Human {
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canvas: typeof draw.canvas,
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all: typeof draw.all,
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};
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/** Internal: Currently loaded models */
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/** @internal: Currently loaded models */
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models: {
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face: [Model, Model, Model] | null,
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posenet: Model | null,
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@ -108,7 +114,7 @@ export class Human {
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centernet: Model | null,
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faceres: Model | null,
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};
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/** Internal: Currently loaded classes */
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/** @internal: Currently loaded classes */
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classes: {
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facemesh: typeof facemesh;
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emotion: typeof emotion;
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@ -137,7 +143,7 @@ export class Human {
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/**
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* Creates instance of Human library that is futher used for all operations
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* - @param userConfig: {@link Config}
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* @param userConfig: {@link Config}
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*/
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constructor(userConfig: Config | Record<string, unknown> = {}) {
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this.tf = tf;
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@ -215,6 +221,9 @@ export class Human {
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/** Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings)
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* - Calculation is based on normalized Minkowski distance between
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* @param embedding1: face descriptor as array of numbers
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* @param embedding2: face descriptor as array of numbers
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* @returns similarity: number
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*/
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// eslint-disable-next-line class-methods-use-this
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similarity(embedding1: Array<number>, embedding2: Array<number>): number {
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@ -222,7 +231,7 @@ export class Human {
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}
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/** Enhance method performs additional enhacements to face image previously detected for futher processing
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* @param input Tensor as provided in human.result.face[n].tensor
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* @param input: Tensor as provided in human.result.face[n].tensor
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* @returns Tensor
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*/
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// eslint-disable-next-line class-methods-use-this
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return faceres.enhance(input);
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}
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/**
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* Math method find best match between provided face descriptor and predefined database of known descriptors
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/** Math method find best match between provided face descriptor and predefined database of known descriptors
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* @param faceEmbedding: face descriptor previsouly calculated on any face
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* @param db: array of mapping of face descriptors to known values
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* @param threshold: minimum score for matching to be considered in the result
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@ -245,6 +253,7 @@ export class Human {
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/** Load method preloads all configured models on-demand
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* - Not explicitly required as any required model is load implicitly on it's first run
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* @param userConfig: {@link Config}
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*/
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async load(userConfig: Config | Record<string, unknown> = {}) {
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this.state = 'load';
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@ -404,6 +413,9 @@ export class Human {
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* - Pre-process input: {@link Input}
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* - Run inference for all configured models
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* - Process and return result: {@link Result}
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* @param input: Input
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* @param userConfig: Config
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* @returns result: Result
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*/
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async detect(input: Input, userConfig: Config | Record<string, unknown> = {}): Promise<Result | Error> {
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// detection happens inside a promise
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@ -654,6 +666,7 @@ export class Human {
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/** Warmup metho pre-initializes all models for faster inference
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* - can take significant time on startup
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* - only used for `webgl` and `humangl` backends
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* @param userConfig: Config
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*/
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async warmup(userConfig: Config | Record<string, unknown> = {}): Promise<Result | { error }> {
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const t0 = now();
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@ -1,5 +1,5 @@
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/**
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* Type definitions for Human results
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* Type definitions for Human result object
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*/
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import { Tensor } from '../dist/tfjs.esm.js';
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@ -5,6 +5,7 @@ const config = {
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modelBasePath: 'http://localhost:10030/models/',
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backend: 'wasm',
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wasmPath: 'node_modules/@tensorflow/tfjs-backend-wasm/dist/',
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// wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.6.0/dist/',
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debug: false,
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async: false,
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filter: {
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240
test/test.log
240
test/test.log
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@ -1,120 +1,120 @@
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2021-05-29 18:30:17 [36mINFO: [39m @vladmandic/human version 1.9.4
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2021-05-29 18:30:17 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.0.0
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2021-05-29 18:30:17 [36mINFO: [39m tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
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2021-05-29 18:30:17 [36mINFO: [39m test-node.js start
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2021-05-29 18:30:19 [35mSTATE:[39m test-node.js passed: create human
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2021-05-29 18:30:19 [36mINFO: [39m test-node.js human version: 1.9.4
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2021-05-29 18:30:19 [36mINFO: [39m test-node.js platform: linux x64 agent: NodeJS v16.0.0
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2021-05-29 18:30:19 [36mINFO: [39m test-node.js tfjs version: 3.6.0
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2021-05-29 18:30:19 [35mSTATE:[39m test-node.js passed: set backend: tensorflow
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2021-05-29 18:30:19 [35mSTATE:[39m test-node.js passed: load models
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2021-05-29 18:30:19 [35mSTATE:[39m test-node.js result: defined models: 14 loaded models: 6
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2021-05-29 18:30:19 [35mSTATE:[39m test-node.js passed: warmup: none default
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2021-05-29 18:30:21 [35mSTATE:[39m test-node.js passed: warmup: face default
|
||||
2021-05-29 18:30:21 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8246909379959106,"class":"person"} {"score":0.73,"keypoints":5}
|
||||
2021-05-29 18:30:21 [32mDATA: [39m test-node.js result: performance: load: 345 total: 1666
|
||||
2021-05-29 18:30:22 [35mSTATE:[39m test-node.js passed: warmup: body default
|
||||
2021-05-29 18:30:22 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.7261000871658325,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:22 [32mDATA: [39m test-node.js result: performance: load: 345 total: 1523
|
||||
2021-05-29 18:30:22 [36mINFO: [39m test-node.js test body variants
|
||||
2021-05-29 18:30:23 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:24 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-05-29 18:30:24 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.7261000871658325,"class":"person"} {"score":0.96,"keypoints":16}
|
||||
2021-05-29 18:30:24 [32mDATA: [39m test-node.js result: performance: load: 345 total: 987
|
||||
2021-05-29 18:30:25 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:26 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg movenet
|
||||
2021-05-29 18:30:26 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.7261000871658325,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:26 [32mDATA: [39m test-node.js result: performance: load: 345 total: 318
|
||||
2021-05-29 18:30:27 [35mSTATE:[39m test-node.js passed: detect: random default
|
||||
2021-05-29 18:30:27 [32mDATA: [39m test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
|
||||
2021-05-29 18:30:27 [32mDATA: [39m test-node.js result: performance: load: 345 total: 788
|
||||
2021-05-29 18:30:27 [36mINFO: [39m test-node.js test: first instance
|
||||
2021-05-29 18:30:27 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-29 18:30:28 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-29 18:30:28 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.6820425987243652,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-29 18:30:28 [32mDATA: [39m test-node.js result: performance: load: 345 total: 1516
|
||||
2021-05-29 18:30:28 [36mINFO: [39m test-node.js test: second instance
|
||||
2021-05-29 18:30:29 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-29 18:30:30 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-29 18:30:30 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.6820425987243652,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-29 18:30:30 [32mDATA: [39m test-node.js result: performance: load: 7 total: 1435
|
||||
2021-05-29 18:30:30 [36mINFO: [39m test-node.js test: concurrent
|
||||
2021-05-29 18:30:30 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-29 18:30:30 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-29 18:30:31 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:32 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:38 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8257162570953369,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: performance: load: 345 total: 5657
|
||||
2021-05-29 18:30:38 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8257162570953369,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: performance: load: 7 total: 5657
|
||||
2021-05-29 18:30:38 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.7273815870285034,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: performance: load: 345 total: 5657
|
||||
2021-05-29 18:30:38 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.7273815870285034,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:38 [32mDATA: [39m test-node.js result: performance: load: 7 total: 5657
|
||||
2021-05-29 18:30:38 [36mINFO: [39m test-node.js test complete: 19401 ms
|
||||
2021-05-29 18:30:38 [36mINFO: [39m test-node-gpu.js start
|
||||
2021-05-29 18:30:39 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-29 18:30:39.644962: 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
|
||||
2021-05-29 18:30:39 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-29 18:30:39.887957: 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
|
||||
2021-05-29 18:30:39 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-29 18:30:39.888022: 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
|
||||
2021-05-29 18:30:39 [35mSTATE:[39m test-node-gpu.js passed: create human
|
||||
2021-05-29 18:30:39 [36mINFO: [39m test-node-gpu.js human version: 1.9.4
|
||||
2021-05-29 18:30:39 [36mINFO: [39m test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0
|
||||
2021-05-29 18:30:39 [36mINFO: [39m test-node-gpu.js tfjs version: 3.6.0
|
||||
2021-05-29 18:30:40 [35mSTATE:[39m test-node-gpu.js passed: set backend: tensorflow
|
||||
2021-05-29 18:30:40 [35mSTATE:[39m test-node-gpu.js passed: load models
|
||||
2021-05-29 18:30:40 [35mSTATE:[39m test-node-gpu.js result: defined models: 14 loaded models: 6
|
||||
2021-05-29 18:30:40 [35mSTATE:[39m test-node-gpu.js passed: warmup: none default
|
||||
2021-05-29 18:30:42 [35mSTATE:[39m test-node-gpu.js passed: warmup: face default
|
||||
2021-05-29 18:30:42 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8246909379959106,"class":"person"} {"score":0.73,"keypoints":5}
|
||||
2021-05-29 18:30:42 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 1692
|
||||
2021-05-29 18:30:43 [35mSTATE:[39m test-node-gpu.js passed: warmup: body default
|
||||
2021-05-29 18:30:43 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.7261000871658325,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:43 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 1521
|
||||
2021-05-29 18:30:43 [36mINFO: [39m test-node-gpu.js test body variants
|
||||
2021-05-29 18:30:44 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:45 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-05-29 18:30:45 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.7261000871658325,"class":"person"} {"score":0.96,"keypoints":16}
|
||||
2021-05-29 18:30:45 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 1028
|
||||
2021-05-29 18:30:46 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:46 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg movenet
|
||||
2021-05-29 18:30:46 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.7261000871658325,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:46 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 327
|
||||
2021-05-29 18:30:47 [35mSTATE:[39m test-node-gpu.js passed: detect: random default
|
||||
2021-05-29 18:30:47 [32mDATA: [39m test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0}
|
||||
2021-05-29 18:30:47 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 757
|
||||
2021-05-29 18:30:47 [36mINFO: [39m test-node-gpu.js test: first instance
|
||||
2021-05-29 18:30:48 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-29 18:30:49 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-29 18:30:49 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.6820425987243652,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-29 18:30:49 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 1413
|
||||
2021-05-29 18:30:49 [36mINFO: [39m test-node-gpu.js test: second instance
|
||||
2021-05-29 18:30:50 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-29 18:30:51 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-29 18:30:51 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.6820425987243652,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-29 18:30:51 [32mDATA: [39m test-node-gpu.js result: performance: load: 2 total: 1429
|
||||
2021-05-29 18:30:51 [36mINFO: [39m test-node-gpu.js test: concurrent
|
||||
2021-05-29 18:30:51 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-29 18:30:51 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-29 18:30:52 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:53 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-29 18:30:59 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8257162570953369,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 5404
|
||||
2021-05-29 18:30:59 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.8257162570953369,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: performance: load: 2 total: 5404
|
||||
2021-05-29 18:30:59 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.7273815870285034,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: performance: load: 348 total: 5404
|
||||
2021-05-29 18:30:59 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.7273815870285034,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-29 18:30:59 [32mDATA: [39m test-node-gpu.js result: performance: load: 2 total: 5404
|
||||
2021-05-29 18:30:59 [36mINFO: [39m test-node-gpu.js test complete: 19062 ms
|
||||
2021-05-29 18:30:59 [36mINFO: [39m test-node-wasm.js start
|
||||
2021-05-29 18:30:59 [31mERROR:[39m test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030
|
||||
2021-05-29 18:30:59 [31mERROR:[39m test-node-wasm.js aborting test
|
||||
2021-05-29 18:30:59 [36mINFO: [39m status: {"passed":46,"failed":1}
|
||||
2021-05-30 18:44:32 [36mINFO: [39m @vladmandic/human version 2.0.0
|
||||
2021-05-30 18:44:32 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.0.0
|
||||
2021-05-30 18:44:32 [36mINFO: [39m tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
|
||||
2021-05-30 18:44:32 [36mINFO: [39m test-node.js start
|
||||
2021-05-30 18:44:34 [35mSTATE:[39m test-node.js passed: create human
|
||||
2021-05-30 18:44:34 [36mINFO: [39m test-node.js human version: 2.0.0
|
||||
2021-05-30 18:44:34 [36mINFO: [39m test-node.js platform: linux x64 agent: NodeJS v16.0.0
|
||||
2021-05-30 18:44:34 [36mINFO: [39m test-node.js tfjs version: 3.6.0
|
||||
2021-05-30 18:44:34 [35mSTATE:[39m test-node.js passed: set backend: tensorflow
|
||||
2021-05-30 18:44:34 [35mSTATE:[39m test-node.js passed: load models
|
||||
2021-05-30 18:44:34 [35mSTATE:[39m test-node.js result: defined models: 14 loaded models: 6
|
||||
2021-05-30 18:44:34 [35mSTATE:[39m test-node.js passed: warmup: none default
|
||||
2021-05-30 18:44:36 [35mSTATE:[39m test-node.js passed: warmup: face default
|
||||
2021-05-30 18:44:36 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
|
||||
2021-05-30 18:44:36 [32mDATA: [39m test-node.js result: performance: load: 351 total: 1597
|
||||
2021-05-30 18:44:38 [35mSTATE:[39m test-node.js passed: warmup: body default
|
||||
2021-05-30 18:44:38 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:38 [32mDATA: [39m test-node.js result: performance: load: 351 total: 1550
|
||||
2021-05-30 18:44:38 [36mINFO: [39m test-node.js test body variants
|
||||
2021-05-30 18:44:39 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:40 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-05-30 18:44:40 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
|
||||
2021-05-30 18:44:40 [32mDATA: [39m test-node.js result: performance: load: 351 total: 950
|
||||
2021-05-30 18:44:40 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:41 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg movenet
|
||||
2021-05-30 18:44:41 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:41 [32mDATA: [39m test-node.js result: performance: load: 351 total: 386
|
||||
2021-05-30 18:44:41 [35mSTATE:[39m test-node.js passed: detect: random default
|
||||
2021-05-30 18:44:41 [32mDATA: [39m test-node.js result: face: 0 body: 1 hand: 0 gesture: 0 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0,"keypoints":0}
|
||||
2021-05-30 18:44:41 [32mDATA: [39m test-node.js result: performance: load: 351 total: 181
|
||||
2021-05-30 18:44:41 [36mINFO: [39m test-node.js test: first instance
|
||||
2021-05-30 18:44:42 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-30 18:44:42 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-30 18:44:42 [32mDATA: [39m test-node.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-30 18:44:42 [32mDATA: [39m test-node.js result: performance: load: 351 total: 113
|
||||
2021-05-30 18:44:42 [36mINFO: [39m test-node.js test: second instance
|
||||
2021-05-30 18:44:42 [35mSTATE:[39m test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-30 18:44:43 [35mSTATE:[39m test-node.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-30 18:44:43 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-30 18:44:43 [32mDATA: [39m test-node.js result: performance: load: 3 total: 1446
|
||||
2021-05-30 18:44:43 [36mINFO: [39m test-node.js test: concurrent
|
||||
2021-05-30 18:44:44 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-30 18:44:44 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-30 18:44:45 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:46 [35mSTATE:[39m test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:51 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: performance: load: 351 total: 5303
|
||||
2021-05-30 18:44:51 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: performance: load: 3 total: 5303
|
||||
2021-05-30 18:44:51 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: performance: load: 351 total: 5303
|
||||
2021-05-30 18:44:51 [35mSTATE:[39m test-node.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:51 [32mDATA: [39m test-node.js result: performance: load: 3 total: 5303
|
||||
2021-05-30 18:44:51 [36mINFO: [39m test-node.js test complete: 16908 ms
|
||||
2021-05-30 18:44:51 [36mINFO: [39m test-node-gpu.js start
|
||||
2021-05-30 18:44:52 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-30 18:44:52.591364: 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
|
||||
2021-05-30 18:44:52 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-30 18:44:52.796392: 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
|
||||
2021-05-30 18:44:52 [33mWARN: [39m test-node-gpu.js stderr: 2021-05-30 18:44:52.796422: 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
|
||||
2021-05-30 18:44:52 [35mSTATE:[39m test-node-gpu.js passed: create human
|
||||
2021-05-30 18:44:52 [36mINFO: [39m test-node-gpu.js human version: 2.0.0
|
||||
2021-05-30 18:44:52 [36mINFO: [39m test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0
|
||||
2021-05-30 18:44:52 [36mINFO: [39m test-node-gpu.js tfjs version: 3.6.0
|
||||
2021-05-30 18:44:53 [35mSTATE:[39m test-node-gpu.js passed: set backend: tensorflow
|
||||
2021-05-30 18:44:53 [35mSTATE:[39m test-node-gpu.js passed: load models
|
||||
2021-05-30 18:44:53 [35mSTATE:[39m test-node-gpu.js result: defined models: 14 loaded models: 6
|
||||
2021-05-30 18:44:53 [35mSTATE:[39m test-node-gpu.js passed: warmup: none default
|
||||
2021-05-30 18:44:54 [35mSTATE:[39m test-node-gpu.js passed: warmup: face default
|
||||
2021-05-30 18:44:55 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5}
|
||||
2021-05-30 18:44:55 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 1707
|
||||
2021-05-30 18:44:56 [35mSTATE:[39m test-node-gpu.js passed: warmup: body default
|
||||
2021-05-30 18:44:56 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:56 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 1518
|
||||
2021-05-30 18:44:56 [36mINFO: [39m test-node-gpu.js test body variants
|
||||
2021-05-30 18:44:57 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:58 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet
|
||||
2021-05-30 18:44:58 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16}
|
||||
2021-05-30 18:44:58 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 1060
|
||||
2021-05-30 18:44:59 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:44:59 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg movenet
|
||||
2021-05-30 18:44:59 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:44:59 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 321
|
||||
2021-05-30 18:45:00 [35mSTATE:[39m test-node-gpu.js passed: detect: random default
|
||||
2021-05-30 18:45:00 [32mDATA: [39m 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}
|
||||
2021-05-30 18:45:00 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 182
|
||||
2021-05-30 18:45:00 [36mINFO: [39m test-node-gpu.js test: first instance
|
||||
2021-05-30 18:45:00 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-30 18:45:00 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-30 18:45:00 [32mDATA: [39m test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 1 person: 0 {} {"score":0.72,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-30 18:45:00 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 112
|
||||
2021-05-30 18:45:00 [36mINFO: [39m test-node-gpu.js test: second instance
|
||||
2021-05-30 18:45:01 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
|
||||
2021-05-30 18:45:02 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/sample-me.jpg default
|
||||
2021-05-30 18:45:02 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 2 person: 1 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.68,"class":"person"} {"score":0.67,"keypoints":7}
|
||||
2021-05-30 18:45:02 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 1445
|
||||
2021-05-30 18:45:02 [36mINFO: [39m test-node-gpu.js test: concurrent
|
||||
2021-05-30 18:45:02 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-30 18:45:02 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
|
||||
2021-05-30 18:45:03 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:45:04 [35mSTATE:[39m test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
|
||||
2021-05-30 18:45:09 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 5272
|
||||
2021-05-30 18:45:09 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17}
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 5272
|
||||
2021-05-30 18:45:09 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: performance: load: 337 total: 5272
|
||||
2021-05-30 18:45:09 [35mSTATE:[39m test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17}
|
||||
2021-05-30 18:45:09 [32mDATA: [39m test-node-gpu.js result: performance: load: 4 total: 5272
|
||||
2021-05-30 18:45:09 [36mINFO: [39m test-node-gpu.js test complete: 17008 ms
|
||||
2021-05-30 18:45:09 [36mINFO: [39m test-node-wasm.js start
|
||||
2021-05-30 18:45:10 [31mERROR:[39m test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030
|
||||
2021-05-30 18:45:10 [31mERROR:[39m test-node-wasm.js aborting test
|
||||
2021-05-30 18:45:10 [36mINFO: [39m status: {"passed":46,"failed":1}
|
||||
|
|
|
|||
|
|
@ -74,6 +74,11 @@
|
|||
<li>Results object definition: <a href="../interfaces/result.html">Result</a></li>
|
||||
<li>Possible inputs: <a href="../index.html#input">Input</a></li>
|
||||
</ul>
|
||||
<dl class="tsd-comment-tags">
|
||||
<dt>param</dt>
|
||||
<dd><p><a href="../interfaces/config.html">Config</a></p>
|
||||
</dd>
|
||||
</dl>
|
||||
</div>
|
||||
</section>
|
||||
<section class="tsd-panel tsd-hierarchy">
|
||||
|
|
@ -141,9 +146,6 @@
|
|||
<div class="tsd-comment tsd-typography">
|
||||
<div class="lead">
|
||||
<p>Creates instance of Human library that is futher used for all operations</p>
|
||||
<ul>
|
||||
<li>@param userConfig: <a href="../interfaces/config.html">Config</a></li>
|
||||
</ul>
|
||||
</div>
|
||||
</div>
|
||||
<h4 class="tsd-parameters-title">Parameters</h4>
|
||||
|
|
@ -166,9 +168,11 @@
|
|||
<aside class="tsd-sources">
|
||||
</aside>
|
||||
<div class="tsd-comment tsd-typography">
|
||||
<div class="lead">
|
||||
<p>Internal: Currently loaded classes</p>
|
||||
</div>
|
||||
<dl class="tsd-comment-tags">
|
||||
<dt>internal:</dt>
|
||||
<dd><p>Currently loaded classes</p>
|
||||
</dd>
|
||||
</dl>
|
||||
</div>
|
||||
<div class="tsd-type-declaration">
|
||||
<h4>Type declaration</h4>
|
||||
|
|
@ -430,9 +434,11 @@
|
|||
<aside class="tsd-sources">
|
||||
</aside>
|
||||
<div class="tsd-comment tsd-typography">
|
||||
<div class="lead">
|
||||
<p>Internal: Instance of current image being processed</p>
|
||||
</div>
|
||||
<dl class="tsd-comment-tags">
|
||||
<dt>internal:</dt>
|
||||
<dd><p>Instance of current image being processed</p>
|
||||
</dd>
|
||||
</dl>
|
||||
</div>
|
||||
<div class="tsd-type-declaration">
|
||||
<h4>Type declaration</h4>
|
||||
|
|
@ -453,9 +459,11 @@
|
|||
<aside class="tsd-sources">
|
||||
</aside>
|
||||
<div class="tsd-comment tsd-typography">
|
||||
<div class="lead">
|
||||
<p>Internal: Currently loaded models</p>
|
||||
</div>
|
||||
<dl class="tsd-comment-tags">
|
||||
<dt>internal:</dt>
|
||||
<dd><p>Currently loaded models</p>
|
||||
</dd>
|
||||
</dl>
|
||||
</div>
|
||||
<div class="tsd-type-declaration">
|
||||
<h4>Type declaration</h4>
|
||||
|
|
@ -577,12 +585,14 @@
|
|||
<aside class="tsd-sources">
|
||||
</aside>
|
||||
<div class="tsd-comment tsd-typography">
|
||||
<div class="lead">
|
||||
<p>Internal: Instance of TensorFlow/JS used by Human</p>
|
||||
<ul>
|
||||
<li>Can be embedded or externally provided</li>
|
||||
</ul>
|
||||
</div>
|
||||
<dl class="tsd-comment-tags">
|
||||
<dt>internal:</dt>
|
||||
<dd><p>Instance of TensorFlow/JS used by Human</p>
|
||||
<ul>
|
||||
<li>Can be embedded or externally provided</li>
|
||||
</ul>
|
||||
</dd>
|
||||
</dl>
|
||||
</div>
|
||||
</section>
|
||||
<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
|
||||
|
|
@ -631,6 +641,7 @@
|
|||
</li>
|
||||
</ul>
|
||||
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol"><</span><a href="../index.html#error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">></span></h4>
|
||||
<p>result: Result</p>
|
||||
</li>
|
||||
</ul>
|
||||
</section>
|
||||
|
|
@ -653,9 +664,6 @@
|
|||
<ul class="tsd-parameters">
|
||||
<li>
|
||||
<h5>input: <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h5>
|
||||
<div class="tsd-comment tsd-typography">
|
||||
<p>Tensor as provided in human.result.face[n].tensor</p>
|
||||
</div>
|
||||
</li>
|
||||
</ul>
|
||||
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"><</span><span class="tsd-signature-type">Rank</span><span class="tsd-signature-symbol">></span></h4>
|
||||
|
|
@ -765,6 +773,7 @@
|
|||
</li>
|
||||
</ul>
|
||||
<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">number</span></h4>
|
||||
<p>similarity: number</p>
|
||||
</li>
|
||||
</ul>
|
||||
</section>
|
||||
|
|
|
|||
|
|
@ -2,6 +2,7 @@
|
|||
* Configuration interface definition for **Human** library
|
||||
*
|
||||
* Contains all configurable parameters
|
||||
* @typedef Config
|
||||
*/
|
||||
export interface Config {
|
||||
/** Backend used for TFJS operations */
|
||||
|
|
|
|||
|
|
@ -18,9 +18,13 @@ import { Tensor } from './tfjs/types';
|
|||
export type { Config } from './config';
|
||||
export type { Result, Face, Hand, Body, Item, Gesture } from './result';
|
||||
export type { DrawOptions } from './draw/draw';
|
||||
/** Defines all possible input types for **Human** detection */
|
||||
/** Defines all possible input types for **Human** detection
|
||||
* @typedef Input
|
||||
*/
|
||||
export declare type Input = Tensor | typeof Image | ImageData | ImageBitmap | HTMLImageElement | HTMLMediaElement | HTMLVideoElement | HTMLCanvasElement | OffscreenCanvas;
|
||||
/** Error message */
|
||||
/** Error message
|
||||
* @typedef Error
|
||||
*/
|
||||
export declare type Error = {
|
||||
error: string;
|
||||
};
|
||||
|
|
@ -36,6 +40,8 @@ declare type Model = unknown;
|
|||
* - Configuration object definition: {@link Config}
|
||||
* - Results object definition: {@link Result}
|
||||
* - Possible inputs: {@link Input}
|
||||
*
|
||||
* @param userConfig: {@link Config}
|
||||
*/
|
||||
export declare class Human {
|
||||
#private;
|
||||
|
|
@ -53,12 +59,12 @@ export declare class Human {
|
|||
* - Can be polled to determine operations that are currently executed
|
||||
*/
|
||||
state: string;
|
||||
/** Internal: Instance of current image being processed */
|
||||
/** @internal: Instance of current image being processed */
|
||||
image: {
|
||||
tensor: Tensor | null;
|
||||
canvas: OffscreenCanvas | HTMLCanvasElement | null;
|
||||
};
|
||||
/** Internal: Instance of TensorFlow/JS used by Human
|
||||
/** @internal: Instance of TensorFlow/JS used by Human
|
||||
* - Can be embedded or externally provided
|
||||
*/
|
||||
tf: TensorFlow;
|
||||
|
|
@ -79,7 +85,7 @@ export declare class Human {
|
|||
canvas: typeof draw.canvas;
|
||||
all: typeof draw.all;
|
||||
};
|
||||
/** Internal: Currently loaded models */
|
||||
/** @internal: Currently loaded models */
|
||||
models: {
|
||||
face: [Model, Model, Model] | null;
|
||||
posenet: Model | null;
|
||||
|
|
@ -96,7 +102,7 @@ export declare class Human {
|
|||
centernet: Model | null;
|
||||
faceres: Model | null;
|
||||
};
|
||||
/** Internal: Currently loaded classes */
|
||||
/** @internal: Currently loaded classes */
|
||||
classes: {
|
||||
facemesh: typeof facemesh;
|
||||
emotion: typeof emotion;
|
||||
|
|
@ -119,22 +125,24 @@ export declare class Human {
|
|||
perf: Record<string, unknown>;
|
||||
/**
|
||||
* Creates instance of Human library that is futher used for all operations
|
||||
* - @param userConfig: {@link Config}
|
||||
* @param userConfig: {@link Config}
|
||||
*/
|
||||
constructor(userConfig?: Config | Record<string, unknown>);
|
||||
/** @hidden */
|
||||
analyze: (...msg: any[]) => void;
|
||||
/** Simmilarity method calculates simmilarity between two provided face descriptors (face embeddings)
|
||||
* - Calculation is based on normalized Minkowski distance between
|
||||
* @param embedding1: face descriptor as array of numbers
|
||||
* @param embedding2: face descriptor as array of numbers
|
||||
* @returns similarity: number
|
||||
*/
|
||||
similarity(embedding1: Array<number>, embedding2: Array<number>): number;
|
||||
/** Enhance method performs additional enhacements to face image previously detected for futher processing
|
||||
* @param input Tensor as provided in human.result.face[n].tensor
|
||||
* @param input: Tensor as provided in human.result.face[n].tensor
|
||||
* @returns Tensor
|
||||
*/
|
||||
enhance(input: Tensor): Tensor | null;
|
||||
/**
|
||||
* Math method find best match between provided face descriptor and predefined database of known descriptors
|
||||
/** Math method find best match between provided face descriptor and predefined database of known descriptors
|
||||
* @param faceEmbedding: face descriptor previsouly calculated on any face
|
||||
* @param db: array of mapping of face descriptors to known values
|
||||
* @param threshold: minimum score for matching to be considered in the result
|
||||
|
|
@ -152,6 +160,7 @@ export declare class Human {
|
|||
};
|
||||
/** Load method preloads all configured models on-demand
|
||||
* - Not explicitly required as any required model is load implicitly on it's first run
|
||||
* @param userConfig: {@link Config}
|
||||
*/
|
||||
load(userConfig?: Config | Record<string, unknown>): Promise<void>;
|
||||
/** Main detection method
|
||||
|
|
@ -159,11 +168,15 @@ export declare class Human {
|
|||
* - Pre-process input: {@link Input}
|
||||
* - Run inference for all configured models
|
||||
* - Process and return result: {@link Result}
|
||||
* @param input: Input
|
||||
* @param userConfig: Config
|
||||
* @returns result: Result
|
||||
*/
|
||||
detect(input: Input, userConfig?: Config | Record<string, unknown>): Promise<Result | Error>;
|
||||
/** Warmup metho pre-initializes all models for faster inference
|
||||
* - can take significant time on startup
|
||||
* - only used for `webgl` and `humangl` backends
|
||||
* @param userConfig: Config
|
||||
*/
|
||||
warmup(userConfig?: Config | Record<string, unknown>): Promise<Result | {
|
||||
error: any;
|
||||
|
|
|
|||
|
|
@ -1,5 +1,5 @@
|
|||
/**
|
||||
* Type definitions for Human results
|
||||
* Type definitions for Human result object
|
||||
*/
|
||||
import { Tensor } from '../dist/tfjs.esm.js';
|
||||
/** Face results
|
||||
|
|
|
|||
Loading…
Reference in New Issue