update docs
Vladimir Mandic
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@ -1,6 +1,6 @@
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# @vladmandic/face-api
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Version: **1.0.1**
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Version: **1.0.2**
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Description: **FaceAPI: AI-powered Face Detection, Face Embedding & Recognition Using Tensorflow/JS**
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Author: **Vladimir Mandic <mandic00@live.com>**
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@ -12,6 +12,12 @@ Repository: **<git+https://github.com/vladmandic/face-api.git>**
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### **HEAD -> master** 2021/03/09 mandic00@live.com
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### **1.0.2** 2021/03/09 mandic00@live.com
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### **release: 1.0.1** 2021/03/09 mandic00@live.com
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### **1.0.1** 2021/03/09 mandic00@live.com
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- add badges
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75
README.md
75
README.md
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@ -17,7 +17,6 @@
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## Note
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This is updated **face-api.js** with latest available TensorFlow/JS as the original face-api.js 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` 3.3.0**
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@ -27,36 +26,9 @@ Currently based on **`TensorFlow/JS` 3.3.0**
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Because I needed Face-API that does not cause version conflict with newer TFJS 2.0 that I use accross my projects
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And since original Face-API was open-source, I've released this version as well
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Unfortunately, changes ended up being too large for a simple pull request on original Face-API and it ended up being a full-fledged version on its own
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Changes ended up being too large for a simple pull request on original Face-API and it ended up being a full-fledged version on its own
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### Differences
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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 4.1`
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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 `Face-API`
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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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Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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<br>
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<hr>
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<br>
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<br><hr><br>
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## Examples
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@ -64,11 +36,14 @@ Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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### Browser
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Browser example that uses static images and showcases both models as well as all of the extensions is included in `/example/index.html`
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Example can be accessed directly using Git pages using URL: <https://vladmandic.github.io/face-api/example/index.html>
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Browser example that uses static images and showcases both models
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as well as all of the extensions is included in `/example/index.html`
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Example can be accessed directly using Git pages using URL:
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<https://vladmandic.github.io/face-api/example/index.html>
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Browser example that uses live webcam is included in `/example/webcam.html`
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Example can be accessed directly using Git pages using URL: <https://vladmandic.github.io/face-api/example/webcam.html>
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Example can be accessed directly using Git pages using URL:
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<https://vladmandic.github.io/face-api/example/webcam.html>
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<br>
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@ -121,9 +96,7 @@ Two NodeJS examples are:
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Note that `@tensorflow/tfjs-node` or `@tensorflow/tfjs-node-gpu` must be installed before using NodeJS example
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<br>
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<hr>
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<br>
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<br><hr><br>
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## Installation
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@ -286,7 +259,10 @@ And then use with:
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const faceapi = require('@vladmandic/face-api/dist/face-api.node-cpu.js');
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```
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If you want to use graphical functions inside NodeJS, you must provide appropriate graphical library as NodeJS does not include implementation for DOM elements such as HTMLImageElement or HTMLCanvasElement:
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If you want to use graphical functions inside NodeJS,
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you must provide appropriate graphical library as
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NodeJS does not include implementation for DOM elements
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such as HTMLImageElement or HTMLCanvasElement:
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Install `Canvas` for NodeJS:
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@ -410,6 +386,31 @@ npm run build
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- [**Tutorial**](TUTORIAL.md)
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- [**API Documentation**](https://justadudewhohacks.github.io/face-api.js/docs/globals.html)
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## Differences
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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 4.1`
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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 `Face-API`
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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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Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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## Credits
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- Original project: [Face-API](https://github.com/justadudewhohacks/face-api.js)
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@ -0,0 +1,3 @@
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# To-do List for FaceAPI
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- Improve examples and reference them in readme
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@ -13,21 +13,21 @@
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"@tensorflow/tfjs-backend-wasm": "^3.3.0",
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"@tensorflow/tfjs-node": "^3.3.0",
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"@tensorflow/tfjs-node-gpu": "^3.3.0",
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"@types/node": "^14.14.33",
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"@types/node": "^14.14.34",
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"@typescript-eslint/eslint-plugin": "^4.17.0",
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"@vladmandic/pilogger": "^0.2.14",
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"chokidar": "^3.5.1",
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"dayjs": "^1.10.4",
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"esbuild": "^0.9.0",
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"eslint": "^7.21.0",
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"esbuild": "^0.9.2",
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"tslib": "^2.1.0",
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"typescript": "^4.2.3"
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},
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@ -413,9 +413,9 @@
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"dev": true
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},
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"node_modules/@types/node": {
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"version": "14.14.33",
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"dev": true
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"node_modules/@types/node-fetch": {
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@ -1237,9 +1237,9 @@
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"node_modules/esbuild": {
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"dev": true,
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"hasInstallScript": true,
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"bin": {
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@ -1265,9 +1265,9 @@
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}
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"node_modules/eslint": {
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"version": "7.21.0",
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"dev": true,
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"dependencies": {
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"@babel/code-frame": "7.12.11",
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@ -1287,7 +1287,7 @@
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"file-entry-cache": "^6.0.1",
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"functional-red-black-tree": "^1.0.1",
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"glob-parent": "^5.0.0",
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"globals": "^12.1.0",
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"globals": "^13.6.0",
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"ignore": "^4.0.6",
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"import-fresh": "^3.0.0",
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"imurmurhash": "^0.1.4",
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|
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@ -1295,7 +1295,7 @@
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"js-yaml": "^3.13.1",
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"json-stable-stringify-without-jsonify": "^1.0.1",
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"levn": "^0.4.1",
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"lodash": "^4.17.20",
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"lodash": "^4.17.21",
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"minimatch": "^3.0.4",
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"natural-compare": "^1.4.0",
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"optionator": "^0.9.1",
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@ -1569,6 +1569,33 @@
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"node": ">=10"
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"node_modules/eslint/node_modules/globals": {
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"type-fest": "^0.20.2"
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"node": ">=8"
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"funding": {
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"dev": true,
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"engines": {
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"node": ">=10"
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},
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"funding": {
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"url": "https://github.com/sponsors/sindresorhus"
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@ -3292,9 +3319,9 @@
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@ -4230,9 +4257,9 @@
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"dev": true
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"@types/node": {
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"version": "14.14.33",
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@ -4835,9 +4862,9 @@
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"escalade": {
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@ -4853,9 +4880,9 @@
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"dev": true
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"requires": {
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@ -4875,7 +4902,7 @@
|
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"file-entry-cache": "^6.0.1",
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"functional-red-black-tree": "^1.0.1",
|
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"glob-parent": "^5.0.0",
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"globals": "^12.1.0",
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"globals": "^13.6.0",
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"ignore": "^4.0.6",
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"import-fresh": "^3.0.0",
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"imurmurhash": "^0.1.4",
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|
|
@ -4883,7 +4910,7 @@
|
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"js-yaml": "^3.13.1",
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"json-stable-stringify-without-jsonify": "^1.0.1",
|
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"levn": "^0.4.1",
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"lodash": "^4.17.20",
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"lodash": "^4.17.21",
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"minimatch": "^3.0.4",
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"natural-compare": "^1.4.0",
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"optionator": "^0.9.1",
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@ -4895,6 +4922,23 @@
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|
||||
"globals": {
|
||||
"version": "13.6.0",
|
||||
"resolved": "https://registry.npmjs.org/globals/-/globals-13.6.0.tgz",
|
||||
"integrity": "sha512-YFKCX0SiPg7l5oKYCJ2zZGxcXprVXHcSnVuvzrT3oSENQonVLqM5pf9fN5dLGZGyCjhw8TN8Btwe/jKnZ0pjvQ==",
|
||||
"dev": true,
|
||||
"requires": {
|
||||
"type-fest": "^0.20.2"
|
||||
}
|
||||
},
|
||||
"type-fest": {
|
||||
"version": "0.20.2",
|
||||
"resolved": "https://registry.npmjs.org/type-fest/-/type-fest-0.20.2.tgz",
|
||||
"integrity": "sha512-Ne+eE4r0/iWnpAxD852z3A+N0Bt5RN//NjJwRd2VFHEmrywxf5vsZlh4R6lixl6B+wz/8d+maTSAkN1FIkI3LQ==",
|
||||
"dev": true
|
||||
}
|
||||
}
|
||||
},
|
||||
"eslint-config-airbnb-base": {
|
||||
|
|
@ -6416,9 +6460,9 @@
|
|||
"dev": true
|
||||
},
|
||||
"simple-git": {
|
||||
"version": "2.36.1",
|
||||
"resolved": "https://registry.npmjs.org/simple-git/-/simple-git-2.36.1.tgz",
|
||||
"integrity": "sha512-bN18Ea/4IJgqgbZyE9VpVEUkAu9vyP0VWP7acP0CRC1p/N80GGJ0HhIVeFJsm8TdJLBowiJpdLesQuAZ5TFSKw==",
|
||||
"version": "2.36.2",
|
||||
"resolved": "https://registry.npmjs.org/simple-git/-/simple-git-2.36.2.tgz",
|
||||
"integrity": "sha512-orBEf65GfSiQMsYedbJXSiRNnIRvhbeE5rrxZuEimCpWxDZOav0KLy2IEiPi1YJCF+zaC2quiJF8A4TsxI9/tw==",
|
||||
"dev": true,
|
||||
"requires": {
|
||||
"@kwsites/file-exists": "^1.1.1",
|
||||
|
|
|
|||
|
|
@ -44,21 +44,21 @@
|
|||
"@tensorflow/tfjs-backend-wasm": "^3.3.0",
|
||||
"@tensorflow/tfjs-node": "^3.3.0",
|
||||
"@tensorflow/tfjs-node-gpu": "^3.3.0",
|
||||
"@types/node": "^14.14.33",
|
||||
"@types/node": "^14.14.34",
|
||||
"@typescript-eslint/eslint-plugin": "^4.17.0",
|
||||
"@typescript-eslint/parser": "^4.17.0",
|
||||
"@vladmandic/pilogger": "^0.2.14",
|
||||
"chokidar": "^3.5.1",
|
||||
"dayjs": "^1.10.4",
|
||||
"esbuild": "^0.9.0",
|
||||
"eslint": "^7.21.0",
|
||||
"esbuild": "^0.9.2",
|
||||
"eslint": "^7.22.0",
|
||||
"eslint-config-airbnb-base": "^14.2.1",
|
||||
"eslint-plugin-import": "^2.22.1",
|
||||
"eslint-plugin-json": "^2.1.2",
|
||||
"eslint-plugin-node": "^11.1.0",
|
||||
"eslint-plugin-promise": "^4.3.1",
|
||||
"rimraf": "^3.0.2",
|
||||
"simple-git": "^2.36.1",
|
||||
"simple-git": "^2.36.2",
|
||||
"tslib": "^2.1.0",
|
||||
"typescript": "^4.2.3"
|
||||
}
|
||||
|
|
|
|||
Loading…
Reference in New Issue