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update to tfjs 3.2.0

pull/46/head
Vladimir Mandic 2021-02-25 08:12:39 -05:00
parent 6ad9c84b0a
commit a3e213532e
15 changed files with 1264 additions and 1254 deletions
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README.md
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@ -6,7 +6,7 @@ This is updated **face-api.js** with latest available TensorFlow/JS as the origi
Forked from [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2** released on March 22nd, 2020 Forked from [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2** released on March 22nd, 2020
Currently based on **`TensorFlow/JS` 3.1.0** Currently based on **`TensorFlow/JS` 3.2.0**
### Why? ### Why?

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@ -1,7 +1,7 @@
{ {
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@ -1292,7 +1292,7 @@
] ]
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@ -2717,12 +2717,13 @@
"validateConfig", "validateConfig",
"version" "version"
], ],
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} }
} }

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@ -1,7 +1,7 @@
{ {
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@ -5,7 +5,7 @@
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} }
} }

4
example/index.js
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@ -3,8 +3,8 @@ import * as faceapi from '../dist/face-api.esm.js';
// configuration options // configuration options
const modelPath = 'https://vladmandic.github.io/face-api/model/'; // path to model folder that will be loaded using http const modelPath = 'https://vladmandic.github.io/face-api/model/'; // path to model folder that will be loaded using http
// const modelPath = '../model/'; // path to model folder that will be loaded using http // const modelPath = '../model/'; // path to model folder that will be loaded using http
const imgSize = 720; // maximum image size in pixels const imgSize = 800; // maximum image size in pixels
const minScore = 0.1; // minimum score const minScore = 0.3; // minimum score
const maxResults = 10; // maximum number of results to return const maxResults = 10; // maximum number of results to return
const samples = ['sample (1).jpg', 'sample (2).jpg', 'sample (3).jpg', 'sample (4).jpg', 'sample (5).jpg', 'sample (6).jpg']; // sample images to be loaded using http const samples = ['sample (1).jpg', 'sample (2).jpg', 'sample (3).jpg', 'sample (4).jpg', 'sample (5).jpg', 'sample (6).jpg']; // sample images to be loaded using http

15
example/webcam.js
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@ -2,7 +2,7 @@ import * as faceapi from '../dist/face-api.esm.js';
// configuration options // configuration options
const modelPath = 'https://vladmandic.github.io/face-api/model/'; // path to model folder that will be loaded using http const modelPath = 'https://vladmandic.github.io/face-api/model/'; // path to model folder that will be loaded using http
const minScore = 0.1; // minimum score const minScore = 0.2; // minimum score
const maxResults = 5; // maximum number of results to return const maxResults = 5; // maximum number of results to return
let optionsSSDMobileNet; let optionsSSDMobileNet;
@ -59,6 +59,7 @@ function drawFaces(canvas, data, fps) {
} }
async function detectVideo(video, canvas) { async function detectVideo(video, canvas) {
if (!video || video.paused) return false;
const t0 = performance.now(); const t0 = performance.now();
faceapi faceapi
.detectAllFaces(video, optionsSSDMobileNet) .detectAllFaces(video, optionsSSDMobileNet)
@ -76,6 +77,7 @@ async function detectVideo(video, canvas) {
log(`Detect Error: ${str(err)}`); log(`Detect Error: ${str(err)}`);
return false; return false;
}); });
return false;
} }
// just initialize everything and call main function // just initialize everything and call main function
@ -120,9 +122,14 @@ async function setupCamera() {
// @ts-ignore // @ts-ignore
if (video && video.readyState >= 2) { if (video && video.readyState >= 2) {
// @ts-ignore // @ts-ignore
if (video.paused) video.play(); if (video.paused) {
// @ts-ignore // @ts-ignore
else video.pause(); video.play();
detectVideo(video, canvas);
} else {
// @ts-ignore
video.pause();
}
} }
// @ts-ignore // @ts-ignore
log(`Camera state: ${video.paused ? 'paused' : 'playing'}`); log(`Camera state: ${video.paused ? 'paused' : 'playing'}`);

210
package-lock.json generated
View File

@ -1,6 +1,6 @@
{ {
"name": "@vladmandic/face-api", "name": "@vladmandic/face-api",
"version": "0.13.3", "version": "0.30.0",
"lockfileVersion": 1, "lockfileVersion": 1,
"requires": true, "requires": true,
"dependencies": { "dependencies": {
@ -156,16 +156,16 @@
} }
}, },
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"chalk": "^4.1.0", "chalk": "^4.1.0",
"core-js": "3", "core-js": "3",
@ -174,30 +174,30 @@
} }
}, },
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} }
}, },
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"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-wasm/-/tfjs-backend-wasm-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-wasm/-/tfjs-backend-wasm-3.2.0.tgz",
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} }
}, },
"@tensorflow/tfjs-backend-webgl": { "@tensorflow/tfjs-backend-webgl": {
"version": "3.1.0", "version": "3.2.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-3.2.0.tgz",
"integrity": "sha512-9J80sJR35Cg6BxTmQE8ljF4XLT3DXdvfLKF3C1xhRqV25PWsBvwlcvEuv6yCXp109topqJgbVnsmewS6vvVtDw==", "integrity": "sha512-WORXpDt5Ey5/+a4NioyrJkfbJUlleaSELpHnxeDsGt6BpRC2P/1pVJS1IjnBD/f4QlOm3mhouN2Oq28dRhRvqA==",
"requires": { "requires": {
"@tensorflow/tfjs-backend-cpu": "3.1.0", "@tensorflow/tfjs-backend-cpu": "3.2.0",
"@types/offscreencanvas": "~2019.3.0", "@types/offscreencanvas": "~2019.3.0",
"@types/seedrandom": "2.4.27", "@types/seedrandom": "2.4.27",
"@types/webgl-ext": "0.0.30", "@types/webgl-ext": "0.0.30",
@ -206,14 +206,14 @@
} }
}, },
"@tensorflow/tfjs-converter": { "@tensorflow/tfjs-converter": {
"version": "3.1.0", "version": "3.2.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-3.2.0.tgz",
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}, },
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"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-3.2.0.tgz",
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"requires": { "requires": {
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"@types/seedrandom": "2.4.27", "@types/seedrandom": "2.4.27",
@ -223,25 +223,25 @@
} }
}, },
"@tensorflow/tfjs-data": { "@tensorflow/tfjs-data": {
"version": "3.1.0", "version": "3.2.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-3.2.0.tgz",
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"node-fetch": "~2.6.1" "node-fetch": "~2.6.1"
} }
}, },
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"version": "3.1.0", "version": "3.2.0",
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-3.2.0.tgz",
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}, },
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"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node/-/tfjs-node-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node/-/tfjs-node-3.2.0.tgz",
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@ -262,11 +262,11 @@
} }
}, },
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"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node-gpu/-/tfjs-node-gpu-3.1.0.tgz", "resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node-gpu/-/tfjs-node-gpu-3.2.0.tgz",
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@ -339,13 +339,13 @@
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"resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-4.15.2-alpha.5.tgz", "resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-4.15.2.tgz",
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@ -381,28 +381,28 @@
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}, },
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@ -481,12 +481,12 @@
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@ -763,9 +763,9 @@
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@ -914,9 +914,9 @@
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@ -1514,9 +1514,9 @@
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}, },
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}, },
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@ -1839,16 +1839,16 @@
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}, },
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"integrity": "sha512-0TO2yJ5YHYr7M2zzT7gDU1tbwHxEUWBCLt0lscSNpcdAfFyJOVEpRYNS7EXVcTLNj/25QO8gulHC5JtTzSE2UQ==", "integrity": "sha512-Y/jMt/S5sR9OaqteJtslsFZKWOIIqMACsJSiHghlCAyhf7jfVYjKBmLiX8OgpWeW+fjJ2b+Az69aPFPkUOY6xQ==",
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} }
}, },
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@ -2050,14 +2050,14 @@
} }
}, },
"object.values": { "object.values": {
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"resolved": "https://registry.npmjs.org/object.values/-/object.values-1.1.2.tgz", "resolved": "https://registry.npmjs.org/object.values/-/object.values-1.1.3.tgz",
"integrity": "sha512-MYC0jvJopr8EK6dPBiO8Nb9mvjdypOachO5REGk6MXzujbBrAisKo3HmdEI6kZDL6fC31Mwee/5YbtMebixeag==", "integrity": "sha512-nkF6PfDB9alkOUxpf1HNm/QlkeW3SReqL5WXeBLpEJJnlPSvRaDQpW3gQTksTN3fgJX4hL42RzKyOin6ff3tyw==",
"dev": true, "dev": true,
"requires": { "requires": {
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"define-properties": "^1.1.3", "define-properties": "^1.1.3",
"es-abstract": "^1.18.0-next.1", "es-abstract": "^1.18.0-next.2",
"has": "^1.0.3" "has": "^1.0.3"
} }
}, },
@ -2631,9 +2631,9 @@
"dev": true "dev": true
}, },
"typescript": { "typescript": {
"version": "4.3.0-dev.20210220", "version": "4.3.0-dev.20210225",
"resolved": "https://registry.npmjs.org/typescript/-/typescript-4.3.0-dev.20210220.tgz", "resolved": "https://registry.npmjs.org/typescript/-/typescript-4.3.0-dev.20210225.tgz",
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"dev": true "dev": true
}, },
"uri-js": { "uri-js": {
@ -2795,9 +2795,9 @@
} }
}, },
"yargs-parser": { "yargs-parser": {
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"resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.5.tgz", "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.6.tgz",
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} }
} }
} }

18
package.json
View File

@ -1,6 +1,6 @@
{ {
"name": "@vladmandic/face-api", "name": "@vladmandic/face-api",
"version": "0.13.3", "version": "0.30.0",
"description": "FaceAPI: AI-powered Face Detection, Face Embedding & Recognition Using Tensorflow/JS", "description": "FaceAPI: AI-powered Face Detection, Face Embedding & Recognition Using Tensorflow/JS",
"main": "dist/face-api.node.js", "main": "dist/face-api.node.js",
"module": "dist/face-api.esm.js", "module": "dist/face-api.esm.js",
@ -38,18 +38,18 @@
}, },
"homepage": "https://github.com/vladmandic/face-api#readme", "homepage": "https://github.com/vladmandic/face-api#readme",
"dependencies": { "dependencies": {
"@tensorflow/tfjs-node": "^3.1.0", "@tensorflow/tfjs-node": "^3.2.0",
"@tensorflow/tfjs-node-gpu": "^3.1.0", "@tensorflow/tfjs-node-gpu": "^3.2.0",
"@vladmandic/pilogger": "^0.2.14" "@vladmandic/pilogger": "^0.2.14"
}, },
"devDependencies": { "devDependencies": {
"@tensorflow/tfjs": "^3.1.0", "@tensorflow/tfjs": "^3.2.0",
"@tensorflow/tfjs-backend-wasm": "^3.1.0", "@tensorflow/tfjs-backend-wasm": "^3.2.0",
"@types/node": "^14.14.31", "@types/node": "^14.14.31",
"@typescript-eslint/eslint-plugin": "^4.15.2-alpha.5", "@typescript-eslint/eslint-plugin": "^4.15.2",
"@typescript-eslint/parser": "^4.15.2-alpha.5", "@typescript-eslint/parser": "^4.15.2",
"chokidar": "^3.5.1", "chokidar": "^3.5.1",
"esbuild": "^0.8.50", "esbuild": "^0.8.52",
"eslint": "^7.20.0", "eslint": "^7.20.0",
"eslint-config-airbnb-base": "^14.2.1", "eslint-config-airbnb-base": "^14.2.1",
"eslint-plugin-import": "^2.22.1", "eslint-plugin-import": "^2.22.1",
@ -58,6 +58,6 @@
"eslint-plugin-promise": "^4.3.1", "eslint-plugin-promise": "^4.3.1",
"rimraf": "^3.0.2", "rimraf": "^3.0.2",
"tslib": "^2.1.0", "tslib": "^2.1.0",
"typescript": "^4.3.0-dev.20210220" "typescript": "^4.3.0-dev.20210225"
} }
} }

10
server/build.js
View File

@ -113,7 +113,7 @@ const targets = {
entryPoints: ['src/tfjs/tf-browser.ts'], entryPoints: ['src/tfjs/tf-browser.ts'],
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
metafile: 'dist/tfjs.esm.json', metafile: 'dist/tfjs.esm.json',
external: ['fs', 'buffer', 'util', '@tensorflow'], external: ['fs', 'buffer', 'util', 'os', '@tensorflow'],
}, },
esm: { esm: {
platform: 'browser', platform: 'browser',
@ -121,7 +121,7 @@ const targets = {
entryPoints: ['src/index.ts'], entryPoints: ['src/index.ts'],
outfile: 'dist/face-api.esm-nobundle.js', outfile: 'dist/face-api.esm-nobundle.js',
metafile: 'dist/face-api.esm-nobundle.json', metafile: 'dist/face-api.esm-nobundle.json',
external: ['fs', 'buffer', 'util', '@tensorflow', 'tfjs.esm.js'], external: ['fs', 'buffer', 'util', 'os', '@tensorflow', 'tfjs.esm.js'],
}, },
}, },
browserBundle: { browserBundle: {
@ -131,7 +131,7 @@ const targets = {
entryPoints: ['src/tfjs/tf-browser.ts'], entryPoints: ['src/tfjs/tf-browser.ts'],
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
metafile: 'dist/tfjs.esm.json', metafile: 'dist/tfjs.esm.json',
external: ['fs', 'buffer', 'util'], external: ['fs', 'buffer', 'util', 'os'],
}, },
iife: { iife: {
platform: 'browser', platform: 'browser',
@ -140,7 +140,7 @@ const targets = {
entryPoints: ['src/index.ts'], entryPoints: ['src/index.ts'],
outfile: 'dist/face-api.js', outfile: 'dist/face-api.js',
metafile: 'dist/face-api.json', metafile: 'dist/face-api.json',
external: ['fs', 'buffer', 'util'], external: ['fs', 'buffer', 'util', 'os'],
}, },
esm: { esm: {
platform: 'browser', platform: 'browser',
@ -148,7 +148,7 @@ const targets = {
entryPoints: ['src/index.ts'], entryPoints: ['src/index.ts'],
outfile: 'dist/face-api.esm.js', outfile: 'dist/face-api.esm.js',
metafile: 'dist/face-api.esm.json', metafile: 'dist/face-api.esm.json',
external: ['fs', 'buffer', 'util'], external: ['fs', 'buffer', 'util', 'os'],
}, },
}, },
}; };