update
Vladimir Mandic
parent
471ddb7549
commit
0de113080c
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@ -9,7 +9,7 @@
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## Changelog
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### **HEAD -> master** 2021/12/09 mandic00@live.com
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### **HEAD -> master** 2021/12/14 mandic00@live.com
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### **1.6.1** 2021/12/09 mandic00@live.com
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51
README.md
51
README.md
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@ -435,7 +435,7 @@ Build process uses `@vladmandic/build` module that creates optimized build for e
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This is updated **face-api.js** with latest available TensorFlow/JS as the original is not compatible with **tfjs 2.0+**.
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Forked from [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2** which was released on March 22nd, 2020
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Currently based on **`TensorFlow/JS` 3.11.0**
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Currently based on **`TensorFlow/JS` 3.12.0**
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*Why?* I needed FaceAPI that does not cause version conflict with newer versions of TensorFlow
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And since original FaceAPI was open-source, I've released this version as well
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@ -458,29 +458,32 @@ but extends it with newer AI models, additional detection details, compatibility
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Compared to [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2**:
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- Compatible with `TensorFlow/JS 2.0+ & 3.0+`
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- Compatible with `WebGL`, `CPU` and `WASM` TFJS Browser backends
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- Compatible with both `tfjs-node` and `tfjs-node-gpu` TFJS NodeJS backends
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- Updated all type castings for TypeScript type checking to `TypeScript 4.4`
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- Switched bundling from `UMD` to `ESM` + `CommonJS` with fallback to `IIFE`
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Resulting code is optimized per-platform instead of being universal
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Fully tree shakable when imported as an `ESM` module
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Browser bundle process uses `ESBuild` instead of `Rollup`
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- Typescript build process now targets `ES2018` and instead of dual `ES5`/`ES6`
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Resulting code is clean ES2018 JavaScript without polyfills
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- Removed old tests, docs, examples
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- Removed old package dependencies (`karma`, `jasmine`, `babel`, etc.)
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- Updated all package dependencies
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- Updated TensorFlow/JS dependencies since backends were removed from `@tensorflow/tfjs-core`
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- Updated `mobileNetv1` model due to `batchNorm()` dependency
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- Added `version` class that returns JSON object with version of FaceAPI as well as linked TFJS
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- Added test/dev built-in HTTP & HTTPS Web server
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- Removed `mtcnn` and `tinyYolov2` models as they were non-functional in latest public version of `FaceAPI`
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Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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*If there is a demand, I can re-implement them back.*
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- Added `face angle` calculations that returns `roll`, `yaw` and `pitch`
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- Added `typdoc` automatic API specification generation during build
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- Added `changelog` automatic generation during build
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- Compatible with `TensorFlow/JS 2.0+ & 3.0+`
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Original `face-api.js` is based on `TFJS` **1.7.4**
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- Compatible with `WebGL`, `CPU` and `WASM` TFJS Browser backends
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- Compatible with both `tfjs-node` and `tfjs-node-gpu` TFJS NodeJS backends
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- Updated all type castings for TypeScript type checking to `TypeScript 4.4`
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- Switched bundling from `UMD` to `ESM` + `CommonJS` with fallback to `IIFE`
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Resulting code is optimized per-platform instead of being universal
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Fully tree shakable when imported as an `ESM` module
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Browser bundle process uses `ESBuild` instead of `Rollup`
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- Added separate `face-api` versions with `tfjs` pre-bundled and without `tfjs`
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When using `-nobundle` version, user can load any version of `tfjs` manually
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- Typescript build process now targets `ES2018` and instead of dual `ES5`/`ES6`
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Resulting code is clean ES2018 JavaScript without polyfills
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- Removed old tests, docs, examples
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- Removed old package dependencies (`karma`, `jasmine`, `babel`, etc.)
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- Updated all package dependencies
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- Updated TensorFlow/JS dependencies since backends were removed from `@tensorflow/tfjs-core`
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- Updated `mobileNetv1` model due to `batchNorm()` dependency
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- Added `version` class that returns JSON object with version of FaceAPI as well as linked TFJS
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- Added test/dev built-in HTTP & HTTPS Web server
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- Removed `mtcnn` and `tinyYolov2` models as they were non-functional in latest public version of `FaceAPI`
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Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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*If there is a demand, I can re-implement them back.*
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- Added `face angle` calculations that returns `roll`, `yaw` and `pitch`
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- Added `typdoc` automatic API specification generation during build
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- Added `changelog` automatic generation during build
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<br>
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@ -108,7 +108,7 @@ async function main() {
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const params = new URLSearchParams(location.search);
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if (params.has('backend')) {
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const backend = params.get('backend');
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await faceapi.tf.setWasmPaths('https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.11.0/dist/');
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await faceapi.tf.setWasmPaths('https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.12.0/dist/');
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log(`Chosen backend: ${backend}`);
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await faceapi.tf.setBackend(backend);
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} else {
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18
package.json
18
package.json
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@ -43,6 +43,7 @@
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"devDependencies": {
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"@canvas/image": "^1.0.1",
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"@microsoft/api-extractor": "^7.19.2",
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"@tensorflow/tfjs": "^3.12.0",
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"@tensorflow/tfjs-backend-cpu": "^3.12.0",
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"@tensorflow/tfjs-backend-wasm": "^3.12.0",
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"@tensorflow/tfjs-backend-webgl": "^3.12.0",
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@ -51,26 +52,25 @@
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"@tensorflow/tfjs-core": "^3.12.0",
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"@tensorflow/tfjs-data": "^3.12.0",
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"@tensorflow/tfjs-layers": "^3.12.0",
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"@tensorflow/tfjs-node-gpu": "^3.12.0",
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"@tensorflow/tfjs-node": "^3.12.0",
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"@tensorflow/tfjs": "^3.12.0",
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"@types/node": "^16.11.12",
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"@tensorflow/tfjs-node-gpu": "^3.12.0",
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"@types/node": "^17.0.5",
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"@types/offscreencanvas": "^2019.6.4",
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"@typescript-eslint/eslint-plugin": "^5.7.0",
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"@typescript-eslint/parser": "^5.7.0",
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"@typescript-eslint/eslint-plugin": "^5.8.0",
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"@typescript-eslint/parser": "^5.8.0",
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"@vladmandic/build": "^0.6.6",
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"@vladmandic/pilogger": "^0.3.5",
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"@vladmandic/pilogger": "^0.4.2",
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"@vladmandic/tfjs": "github:vladmandic/tfjs",
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"canvas": "^2.8.0",
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"chokidar": "^3.5.2",
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"dayjs": "^1.10.7",
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"esbuild": "^0.14.3",
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"esbuild": "^0.14.8",
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"eslint": "^8.5.0",
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"eslint-config-airbnb-base": "^15.0.0",
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"eslint-plugin-import": "^2.25.3",
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"eslint-plugin-json": "^3.1.0",
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"eslint-plugin-node": "^11.1.0",
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"eslint-plugin-promise": "^5.2.0",
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"eslint": "^8.4.1",
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"eslint-plugin-promise": "^6.0.0",
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"node-fetch": "^3.1.0",
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"rimraf": "^3.0.2",
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"seedrandom": "^3.0.5",
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