added live webcam demo
Vladimir Mandic
parent
952f145e98
commit
3ceec1bc5d
68
README.md
68
README.md
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@ -6,7 +6,7 @@ This is updated **face-api.js** with latest available TensorFlow/JS as the origi
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Forked from [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2** released on March 22nd, 2020
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Forked from [face-api.js](https://github.com/justadudewhohacks/face-api.js) version **0.22.2** released on March 22nd, 2020
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Currently based on **`TensorFlow/JS` 2.8.2**
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Currently based on **`TensorFlow/JS` 2.8.3**
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### Why?
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### Why?
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@ -35,6 +35,7 @@ Unfortunately, changes ended up being too large for a simple pull request on ori
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- Updated TensorFlow/JS dependencies since backends were removed from `@tensorflow/tfjs-core`
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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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- 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 `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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- 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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*If there is a demand, I can re-implement them back.*
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@ -50,8 +51,12 @@ Which means valid models are **tinyFaceDetector** and **mobileNetv1**
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### Browser
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### Browser
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Browser example that uses both models as well as all of the extensions is included in `/example/index.html`
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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/>
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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 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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<br>
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<br>
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@ -242,6 +247,37 @@ And then use with:
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Pretrained models and their weights are includes in `./model`.
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Pretrained models and their weights are includes in `./model`.
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<br>
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<hr>
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<br>
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## Test & Dev Web Server
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Built-in test&dev web server can be started using
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```shell
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npm run dev
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```
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By default it starts HTTP server on port 8000 and HTTPS server on port 8001 and can be accessed as:
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- <https://localhost:8001/example/index.html>
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- <https://localhost:8001/example/webcam.html>
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```json
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2021-01-10 08:39:00 INFO: @vladmandic/face-api version 0.10.2
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2021-01-10 08:39:00 INFO: User: vlado Platform: linux Arch: x64 Node: v15.4.0
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2021-01-10 08:39:00 INFO: Build: file startup all target: es2018
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2021-01-10 08:39:00 STATE: HTTP server listening: 8000
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2021-01-10 08:39:00 STATE: HTTP2 server listening: 8001
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2021-01-10 08:39:00 STATE: Monitoring: [ 'package.json', 'config.js', 'example', 'src', [length]: 4 ]
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2021-01-10 08:39:00 STATE: Monitoring: [ 'package.json', 'config.js', 'example', 'src', [length]: 4 ]
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2021-01-10 08:39:01 STATE: Build for: browserBundle type: tfjs: { modules: 1253, moduleBytes: 3997175, imports: 7, importBytes: 276, outputBytes: 1565414, outputFiles: 'dist/tfjs.esm.js' }
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2021-01-10 08:39:01 STATE: Build for: browserBundle type: iife: { imports: 160, importBytes: 1797487, outputBytes: 1699552, outputFiles: 'dist/face-api.js' }
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2021-01-10 08:39:01 STATE: Build for: browserBundle type: esm: { imports: 160, importBytes: 1797487, outputBytes: 1697086, outputFiles: 'dist/face-api.esm.js' }
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2021-01-10 08:39:01 INFO: Compile: [ 'src/index.ts', [length]: 1 ]
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```
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<br>
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<hr>
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<br>
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<br>
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## Build
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## Build
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@ -272,19 +308,21 @@ npm run build
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> @vladmandic/face-api@0.8.9 build /home/vlado/dev/face-api
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> @vladmandic/face-api@0.8.9 build /home/vlado/dev/face-api
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> rimraf dist/* && node ./build.js
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> rimraf dist/* && node ./build.js
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```
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```
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```json
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```json
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2020-12-02 16:31:23 INFO: @vladmandic/face-api version 0.8.9
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2021-01-10 08:42:01 INFO: @vladmandic/face-api version 0.10.2
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2020-12-02 16:31:23 INFO: User: vlado Platform: linux Arch: x64 Node: v15.0.1
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2021-01-10 08:42:01 INFO: User: vlado Platform: linux Arch: x64 Node: v15.4.0
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2020-12-02 16:31:23 INFO: Build: file startup all target: es2018
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2021-01-10 08:42:01 INFO: Build: file startup all target: es2018
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2020-12-02 16:31:23 STATE: Build for: node type: tfjs: { imports: 1, importBytes: 39, outputBytes: 1042, outputFiles: 'dist/tfjs.esm.js' }
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2020-12-02 16:31:23 STATE: Build for: node type: node: { imports: 160, importBytes: 228038, outputBytes: 134190, outputFiles: 'dist/face-api.node.js' }
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2020-12-02 16:31:23 STATE: Build for: nodeGPU type: tfjs: { imports: 1, importBytes: 43, outputBytes: 1046, outputFiles: 'dist/tfjs.esm.js' }
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2020-12-02 16:31:23 STATE: Build for: nodeGPU type: node: { imports: 160, importBytes: 228042, outputBytes: 134198, outputFiles: 'dist/face-api.node-gpu.js' }
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2021-01-10 08:42:01 STATE: Build for: nodeGPU type: node: { imports: 160, importBytes: 233119, outputBytes: 132274, outputFiles: 'dist/face-api.node-gpu.js' }
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2020-12-02 16:31:24 STATE: Build for: browserBundle type: tfjs: { modules: 1045, moduleBytes: 3718721, imports: 7, importBytes: 1784, outputBytes: 1501677, outputFiles: 'dist/tfjs.esm.js' }
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2021-01-10 08:42:01 STATE: Build for: browserBundle type: tfjs: { modules: 1253, moduleBytes: 3997175, imports: 7, importBytes: 276, outputBytes: 1565414, outputFiles: 'dist/tfjs.esm.js' }
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2020-12-02 16:31:24 STATE: Build for: browserBundle type: iife: { imports: 162, importBytes: 1728673, modules: 576, moduleBytes: 1359851, outputBytes: 1903311, outputFiles: 'dist/face-api.js' }
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2020-12-02 16:31:25 STATE: Build for: browserBundle type: esm: { imports: 162, importBytes: 1728673, modules: 576, moduleBytes: 1359851, outputBytes: 1900836, outputFiles: 'dist/face-api.esm.js' }
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2021-01-10 08:42:02 STATE: Build for: browserBundle type: esm: { imports: 160, importBytes: 1797487, outputBytes: 1697086, outputFiles: 'dist/face-api.esm.js' }
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2021-01-10 08:42:02 INFO: Compile: [ 'src/index.ts', [length]: 1 ]```
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```
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```
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|
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"node_modules/@tensorflow/tfjs-core/dist/ops/rand_util.js": {
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"node_modules/@tensorflow/tfjs-layers/dist/engine/training.js": {
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
||||||
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|
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|
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|
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|
||||||
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|
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|
||||||
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|
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|
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
||||||
|
|
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|
||||||
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|
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|
||||||
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|
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|
||||||
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"node_modules/@tensorflow/tfjs-backend-webgl/dist/conv_backprop_gpu_depthwise.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/conv_backprop_gpu_depthwise.js": {
|
||||||
"bytesInOutput": 3142
|
"bytesInOutput": 3142
|
||||||
|
|
@ -24463,7 +24477,7 @@
|
||||||
"bytesInOutput": 1174
|
"bytesInOutput": 1174
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/FromPixels.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/FromPixels.js": {
|
||||||
"bytesInOutput": 1276
|
"bytesInOutput": 1368
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/FusedConv2D.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/FusedConv2D.js": {
|
||||||
"bytesInOutput": 1933
|
"bytesInOutput": 1933
|
||||||
|
|
@ -24472,7 +24486,7 @@
|
||||||
"bytesInOutput": 1850
|
"bytesInOutput": 1850
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/gather_nd_gpu.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/gather_nd_gpu.js": {
|
||||||
"bytesInOutput": 733
|
"bytesInOutput": 737
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/GatherNd.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/GatherNd.js": {
|
||||||
"bytesInOutput": 960
|
"bytesInOutput": 960
|
||||||
|
|
@ -24748,7 +24762,7 @@
|
||||||
"bytesInOutput": 752
|
"bytesInOutput": 752
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/SplitV.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/SplitV.js": {
|
||||||
"bytesInOutput": 555
|
"bytesInOutput": 557
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Sqrt.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Sqrt.js": {
|
||||||
"bytesInOutput": 135
|
"bytesInOutput": 135
|
||||||
|
|
@ -24778,10 +24792,10 @@
|
||||||
"bytesInOutput": 833
|
"bytesInOutput": 833
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Tile.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Tile.js": {
|
||||||
"bytesInOutput": 510
|
"bytesInOutput": 500
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/TopK.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/TopK.js": {
|
||||||
"bytesInOutput": 454
|
"bytesInOutput": 444
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Unique.js": {
|
"node_modules/@tensorflow/tfjs-backend-webgl/dist/kernels/Unique.js": {
|
||||||
"bytesInOutput": 522
|
"bytesInOutput": 522
|
||||||
|
|
@ -25014,6 +25028,9 @@
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/RotateWithOffset.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/RotateWithOffset.js": {
|
||||||
"bytesInOutput": 1106
|
"bytesInOutput": 1106
|
||||||
},
|
},
|
||||||
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/Round.js": {
|
||||||
|
"bytesInOutput": 48
|
||||||
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/Rsqrt.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/Rsqrt.js": {
|
||||||
"bytesInOutput": 48
|
"bytesInOutput": 48
|
||||||
},
|
},
|
||||||
|
|
@ -25036,7 +25053,7 @@
|
||||||
"bytesInOutput": 612
|
"bytesInOutput": 612
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/SplitV.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/SplitV.js": {
|
||||||
"bytesInOutput": 546
|
"bytesInOutput": 547
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/Sqrt.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/kernels/Sqrt.js": {
|
||||||
"bytesInOutput": 46
|
"bytesInOutput": 46
|
||||||
|
|
@ -25072,16 +25089,16 @@
|
||||||
"bytesInOutput": 242
|
"bytesInOutput": 242
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/register_all_kernels.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/register_all_kernels.js": {
|
||||||
"bytesInOutput": 1412
|
"bytesInOutput": 1425
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/flags_wasm.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/flags_wasm.js": {
|
||||||
"bytesInOutput": 494
|
"bytesInOutput": 494
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/backend_wasm.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/backend_wasm.js": {
|
||||||
"bytesInOutput": 6440
|
"bytesInOutput": 6450
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/wasm-out/tfjs-backend-wasm-threaded-simd.worker.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/wasm-out/tfjs-backend-wasm-threaded-simd.worker.js": {
|
||||||
"bytesInOutput": 3425
|
"bytesInOutput": 3430
|
||||||
},
|
},
|
||||||
"node_modules/@tensorflow/tfjs-backend-wasm/dist/version.js": {
|
"node_modules/@tensorflow/tfjs-backend-wasm/dist/version.js": {
|
||||||
"bytesInOutput": 21
|
"bytesInOutput": 21
|
||||||
|
|
@ -25093,7 +25110,7 @@
|
||||||
"bytesInOutput": 0
|
"bytesInOutput": 0
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"bytes": 1565414
|
"bytes": 1566890
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
|
||||||
|
|
@ -9,6 +9,5 @@
|
||||||
</head>
|
</head>
|
||||||
<body style="font-family: monospace; background: black; color: white; font-size: 16px; line-height: 22px; margin: 0;">
|
<body style="font-family: monospace; background: black; color: white; font-size: 16px; line-height: 22px; margin: 0;">
|
||||||
<div id="log"></div>
|
<div id="log"></div>
|
||||||
</script>
|
|
||||||
</body>
|
</body>
|
||||||
</html>
|
</html>
|
||||||
|
|
|
||||||
|
|
@ -110,7 +110,7 @@ async function main() {
|
||||||
log('FaceAPI Test');
|
log('FaceAPI Test');
|
||||||
|
|
||||||
// if you want to use wasm backend location for wasm binaries must be specified
|
// if you want to use wasm backend location for wasm binaries must be specified
|
||||||
// await faceapi.tf.setWasmPaths('../node_modules/@tensorflow/tfjs-backend-wasm/dist/')
|
// await faceapi.tf.setWasmPaths('../node_modules/@tensorflow/tfjs-backend-wasm/dist/');
|
||||||
// await faceapi.tf.setBackend('wasm');
|
// await faceapi.tf.setBackend('wasm');
|
||||||
|
|
||||||
// default is webgl backend
|
// default is webgl backend
|
||||||
|
|
|
||||||
|
|
@ -0,0 +1,15 @@
|
||||||
|
<!DOCTYPE html>
|
||||||
|
<html lang="en">
|
||||||
|
<head>
|
||||||
|
<title>OpenImages Test</title>
|
||||||
|
<meta http-equiv="content-type">
|
||||||
|
<meta content="text/html">
|
||||||
|
<meta charset="UTF-8">
|
||||||
|
<script src="./webcam.js" type="module"></script>
|
||||||
|
</head>
|
||||||
|
<body style="font-family: monospace; background: black; color: white; font-size: 16px; line-height: 22px; margin: 0;">
|
||||||
|
<video id="video" playsinline class="video"></video>
|
||||||
|
<canvas id="canvas" class="canvas" style="position: fixed; top: 0; left: 0; z-index: 10"></canvas>
|
||||||
|
<div id="log"></div>
|
||||||
|
</body>
|
||||||
|
</html>
|
||||||
|
|
@ -0,0 +1,173 @@
|
||||||
|
import * as faceapi from '../dist/face-api.esm.js';
|
||||||
|
|
||||||
|
// configuration options
|
||||||
|
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 maxResults = 5; // maximum number of results to return
|
||||||
|
let optionsSSDMobileNet;
|
||||||
|
|
||||||
|
// helper function to pretty-print json object to string
|
||||||
|
function str(json) {
|
||||||
|
let text = '<font color="lightblue">';
|
||||||
|
text += json ? JSON.stringify(json).replace(/{|}|"|\[|\]/g, '').replace(/,/g, ', ') : '';
|
||||||
|
text += '</font>';
|
||||||
|
return text;
|
||||||
|
}
|
||||||
|
|
||||||
|
// helper function to print strings to html document as a log
|
||||||
|
function log(...txt) {
|
||||||
|
// eslint-disable-next-line no-console
|
||||||
|
console.log(...txt);
|
||||||
|
// @ts-ignore
|
||||||
|
document.getElementById('log').innerHTML += `<br>${txt}`;
|
||||||
|
}
|
||||||
|
|
||||||
|
// helper function to draw detected faces
|
||||||
|
function drawFaces(canvas, data, fps) {
|
||||||
|
const ctx = canvas.getContext('2d');
|
||||||
|
if (!ctx) return;
|
||||||
|
ctx.clearRect(0, 0, canvas.width, canvas.height);
|
||||||
|
// draw title
|
||||||
|
ctx.font = '1.4rem sans-serif';
|
||||||
|
ctx.fillStyle = 'white';
|
||||||
|
ctx.fillText(`FPS: ${fps}`, 10, 25);
|
||||||
|
for (const person of data) {
|
||||||
|
// draw box around each face
|
||||||
|
ctx.lineWidth = 3;
|
||||||
|
ctx.strokeStyle = 'deepskyblue';
|
||||||
|
ctx.fillStyle = 'deepskyblue';
|
||||||
|
ctx.globalAlpha = 0.4;
|
||||||
|
ctx.beginPath();
|
||||||
|
ctx.rect(person.detection.box.x, person.detection.box.y, person.detection.box.width, person.detection.box.height);
|
||||||
|
ctx.stroke();
|
||||||
|
ctx.globalAlpha = 1;
|
||||||
|
// const expression = person.expressions.sort((a, b) => Object.values(a)[0] - Object.values(b)[0]);
|
||||||
|
const expression = Object.entries(person.expressions).sort((a, b) => b[1] - a[1]);
|
||||||
|
ctx.fillText(`gender ${Math.round(100 * person.genderProbability)}% ${person.gender}`, person.detection.box.x, person.detection.box.y - 45);
|
||||||
|
ctx.fillText(`expression ${Math.round(100 * expression[0][1])}% ${expression[0][0]}`, person.detection.box.x, person.detection.box.y - 25);
|
||||||
|
ctx.fillText(`age ${Math.round(person.age)} years`, person.detection.box.x, person.detection.box.y - 5);
|
||||||
|
// draw face points for each face
|
||||||
|
ctx.fillStyle = 'lightblue';
|
||||||
|
ctx.globalAlpha = 0.5;
|
||||||
|
const pointSize = 2;
|
||||||
|
for (const pt of person.landmarks.positions) {
|
||||||
|
ctx.beginPath();
|
||||||
|
ctx.arc(pt.x, pt.y, pointSize, 0, 2 * Math.PI);
|
||||||
|
ctx.fill();
|
||||||
|
}
|
||||||
|
}
|
||||||
|
}
|
||||||
|
|
||||||
|
async function detectVideo(video, canvas) {
|
||||||
|
const t0 = performance.now();
|
||||||
|
faceapi
|
||||||
|
.detectAllFaces(video, optionsSSDMobileNet)
|
||||||
|
.withFaceLandmarks()
|
||||||
|
.withFaceExpressions()
|
||||||
|
// .withFaceDescriptors()
|
||||||
|
.withAgeAndGender()
|
||||||
|
.then((result) => {
|
||||||
|
const fps = 1000 / (performance.now() - t0);
|
||||||
|
drawFaces(canvas, result, fps.toLocaleString());
|
||||||
|
requestAnimationFrame(() => detectVideo(video, canvas));
|
||||||
|
return true;
|
||||||
|
})
|
||||||
|
.catch((err) => {
|
||||||
|
log(`Detect Error: ${str(err)}`);
|
||||||
|
return false;
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// just initialize everything and call main function
|
||||||
|
async function setupCamera() {
|
||||||
|
const video = document.getElementById('video');
|
||||||
|
const canvas = document.getElementById('canvas');
|
||||||
|
if (!video || !canvas) return null;
|
||||||
|
|
||||||
|
let msg = '';
|
||||||
|
log('Setting up camera');
|
||||||
|
// setup webcam. note that navigator.mediaDevices requires that page is accessed via https
|
||||||
|
if (!navigator.mediaDevices) {
|
||||||
|
log('Camera Error: access not supported');
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
let stream;
|
||||||
|
const constraints = {
|
||||||
|
audio: false,
|
||||||
|
video: { facingMode: 'user', resizeMode: 'crop-and-scale' },
|
||||||
|
};
|
||||||
|
if (window.innerWidth > window.innerHeight) constraints.video.width = { ideal: window.innerWidth };
|
||||||
|
else constraints.video.height = { ideal: window.innerHeight };
|
||||||
|
try {
|
||||||
|
stream = await navigator.mediaDevices.getUserMedia(constraints);
|
||||||
|
} catch (err) {
|
||||||
|
if (err.name === 'PermissionDeniedError' || err.name === 'NotAllowedError') msg = 'camera permission denied';
|
||||||
|
else if (err.name === 'SourceUnavailableError') msg = 'camera not available';
|
||||||
|
log(`Camera Error: ${msg}: ${err.message || err}`);
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
// @ts-ignore
|
||||||
|
if (stream) video.srcObject = stream;
|
||||||
|
else {
|
||||||
|
log('Camera Error: stream empty');
|
||||||
|
return null;
|
||||||
|
}
|
||||||
|
const track = stream.getVideoTracks()[0];
|
||||||
|
const settings = track.getSettings();
|
||||||
|
log(`Camera active: ${track.label} ${str(constraints)}`);
|
||||||
|
log(`Camera settings: ${str(settings)}`);
|
||||||
|
return new Promise((resolve) => {
|
||||||
|
video.onloadeddata = async () => {
|
||||||
|
// @ts-ignore
|
||||||
|
canvas.width = video.videoWidth;
|
||||||
|
// @ts-ignore
|
||||||
|
canvas.height = video.videoHeight;
|
||||||
|
// @ts-ignore
|
||||||
|
video.play();
|
||||||
|
detectVideo(video, canvas);
|
||||||
|
resolve(true);
|
||||||
|
};
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
async function setupFaceAPI() {
|
||||||
|
// load face-api models
|
||||||
|
log('Models loading');
|
||||||
|
await faceapi.nets.tinyFaceDetector.load(modelPath);
|
||||||
|
await faceapi.nets.ssdMobilenetv1.load(modelPath);
|
||||||
|
await faceapi.nets.ageGenderNet.load(modelPath);
|
||||||
|
await faceapi.nets.faceLandmark68Net.load(modelPath);
|
||||||
|
await faceapi.nets.faceRecognitionNet.load(modelPath);
|
||||||
|
await faceapi.nets.faceExpressionNet.load(modelPath);
|
||||||
|
optionsSSDMobileNet = new faceapi.SsdMobilenetv1Options({ minConfidence: minScore, maxResults });
|
||||||
|
|
||||||
|
// check tf engine state
|
||||||
|
const engine = await faceapi.tf.engine();
|
||||||
|
log(`Models loaded: ${str(engine.state)}`);
|
||||||
|
}
|
||||||
|
|
||||||
|
async function main() {
|
||||||
|
// initialize tfjs
|
||||||
|
log('FaceAPI WebCam Test');
|
||||||
|
|
||||||
|
// if you want to use wasm backend location for wasm binaries must be specified
|
||||||
|
// await faceapi.tf.setWasmPaths('../node_modules/@tensorflow/tfjs-backend-wasm/dist/');
|
||||||
|
// await faceapi.tf.setBackend('wasm');
|
||||||
|
|
||||||
|
// default is webgl backend
|
||||||
|
await faceapi.tf.setBackend('webgl');
|
||||||
|
|
||||||
|
await faceapi.tf.enableProdMode();
|
||||||
|
await faceapi.tf.ENV.set('DEBUG', false);
|
||||||
|
await faceapi.tf.ready();
|
||||||
|
|
||||||
|
// check version
|
||||||
|
log(`Version: TensorFlow/JS ${str(faceapi.tf?.version_core || '(not loaded)')} FaceAPI ${str(faceapi?.version || '(not loaded)')} Backend: ${str(faceapi.tf?.getBackend() || '(not loaded)')}`);
|
||||||
|
log(`Flags: ${str(faceapi.tf.ENV.flags)}`);
|
||||||
|
|
||||||
|
setupFaceAPI();
|
||||||
|
setupCamera();
|
||||||
|
}
|
||||||
|
|
||||||
|
// start processing as soon as page is loaded
|
||||||
|
window.onload = main;
|
||||||
Binary file not shown.
|
After Width: | Height: | Size: 4.9 KiB |
|
|
@ -156,17 +156,17 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs": {
|
"@tensorflow/tfjs": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs/-/tfjs-2.8.3.tgz",
|
||||||
"integrity": "sha512-tn1OE/totTuLl2dl7girxwNik2D2O9ZknghjgJvRZegqE/8FO/ix7mo4ICzMq9cHpW/bVCFKCwqu1PjAx3lkzw==",
|
"integrity": "sha512-wJYOaEW9V2woCvTs2vqOtYdb1fr6koVO9YiMXroeRP4BQS3o7x17HtguSVQyQt1mROORbJ1Ji6n63Bc1mZa4rQ==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@tensorflow/tfjs-backend-cpu": "2.8.2",
|
"@tensorflow/tfjs-backend-cpu": "2.8.3",
|
||||||
"@tensorflow/tfjs-backend-webgl": "2.8.2",
|
"@tensorflow/tfjs-backend-webgl": "2.8.3",
|
||||||
"@tensorflow/tfjs-converter": "2.8.2",
|
"@tensorflow/tfjs-converter": "2.8.3",
|
||||||
"@tensorflow/tfjs-core": "2.8.2",
|
"@tensorflow/tfjs-core": "2.8.3",
|
||||||
"@tensorflow/tfjs-data": "2.8.2",
|
"@tensorflow/tfjs-data": "2.8.3",
|
||||||
"@tensorflow/tfjs-layers": "2.8.2",
|
"@tensorflow/tfjs-layers": "2.8.3",
|
||||||
"argparse": "^1.0.10",
|
"argparse": "^1.0.10",
|
||||||
"chalk": "^4.1.0",
|
"chalk": "^4.1.0",
|
||||||
"core-js": "3",
|
"core-js": "3",
|
||||||
|
|
@ -175,9 +175,9 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-backend-cpu": {
|
"@tensorflow/tfjs-backend-cpu": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-cpu/-/tfjs-backend-cpu-2.8.3.tgz",
|
||||||
"integrity": "sha512-/puqtocadSmwW+ntiuW6UMhcYk1laMTr1hoWqyvMinaVwxSZwOyfRqDyF9snxHLfCW3uS8HX02LRqh9B4AzD0A==",
|
"integrity": "sha512-kMUONKdIknwacUZPR1hIKVba1F8gyiYr7NpzNOf/L7y5li87iRVBcMtYoNn/dEfJ8R/wO6SDeYlDRuDcXXNFlA==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@types/seedrandom": "2.4.27",
|
"@types/seedrandom": "2.4.27",
|
||||||
|
|
@ -185,22 +185,22 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-backend-wasm": {
|
"@tensorflow/tfjs-backend-wasm": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-wasm/-/tfjs-backend-wasm-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-wasm/-/tfjs-backend-wasm-2.8.3.tgz",
|
||||||
"integrity": "sha512-smt06cLHJMmiOu0laNhS1xOug9EtWz0Orm/MBELFwYfmJC5u95wAX83Ix9zBEu/wsyP0PFAdX4zEN8BCaez7kA==",
|
"integrity": "sha512-YPTyHmQuOQM8j1WsICbo78Y/yFUYKj05ZF6yaQWBaTg2YSHLjrkoI1a37P0M1ELoHU7CV6hKigQJG3zhM5SJvg==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@tensorflow/tfjs-backend-cpu": "2.8.2",
|
"@tensorflow/tfjs-backend-cpu": "2.8.3",
|
||||||
"@types/emscripten": "~0.0.34"
|
"@types/emscripten": "~0.0.34"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-backend-webgl": {
|
"@tensorflow/tfjs-backend-webgl": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-backend-webgl/-/tfjs-backend-webgl-2.8.3.tgz",
|
||||||
"integrity": "sha512-jfc2mjfwqMvjXDCYvrXwGY1i9MK+1P4COiCnT1r5rMl6IssSNH2WqvaqJFtRWGtgp/QiBY69B6wM6qSJIkOSeg==",
|
"integrity": "sha512-II+g0LOcudD2NA4X1990EfrCQhkPyJcgoCjRbV8Y4JBJn5kv6SyOGiE15exyQBqTMBxNTwjXukUf9N4x89Lgag==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@tensorflow/tfjs-backend-cpu": "2.8.2",
|
"@tensorflow/tfjs-backend-cpu": "2.8.3",
|
||||||
"@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",
|
||||||
|
|
@ -209,15 +209,15 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-converter": {
|
"@tensorflow/tfjs-converter": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-converter/-/tfjs-converter-2.8.3.tgz",
|
||||||
"integrity": "sha512-JJPrS2SClMEnvoC/vBOUlWa03UBl6ZZRIeddjgTo+V1CJyvtYr+njySz9lX5HoCBtrcrLkMcd+1IYFKtgFH1Cg==",
|
"integrity": "sha512-Z107Q8/aNyhBd9E1lN6+aZg/uBWvmFSV8AmZrt7MfvDeAPOSyNTj0L9xYF5fxjlWb9ligLlOIbPkTRJ37vsXYw==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-core": {
|
"@tensorflow/tfjs-core": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-core/-/tfjs-core-2.8.3.tgz",
|
||||||
"integrity": "sha512-r3Df7phzNa80uoTtlcBGJ/rf+kweSKgN1/VmBT7b53womzoYlw3fQHlZ1WKUbHL9kOf2Zt4y2PPcBiKUQYQC+Q==",
|
"integrity": "sha512-wbVuT7clJZIvtYcJPtIX4M49xCC/ccWpHIN+jRWoSBZxR3PJJ9pkh36nBq65aaBsdr5SL6v02oQ2vc7jfjdI3Q==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@types/offscreencanvas": "~2019.3.0",
|
"@types/offscreencanvas": "~2019.3.0",
|
||||||
|
|
@ -228,9 +228,9 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-data": {
|
"@tensorflow/tfjs-data": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-data/-/tfjs-data-2.8.3.tgz",
|
||||||
"integrity": "sha512-hC/lQe65YCGx0GVWDR/Wf4/B2E9HfWwegWmQ0RzVzcmakF3Y4tOdLRo5vTaar80Un374Uu3ARG/h7YBvneKFCQ==",
|
"integrity": "sha512-Rxd4NfKvFQODf0+pMAoCuYWFf8XbaxUbr2gC/06uFnRXrWiTCuKWCSOqAg0lx7V6FLkscmKZNTD7iz0kAr32Og==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@types/node-fetch": "^2.1.2",
|
"@types/node-fetch": "^2.1.2",
|
||||||
|
|
@ -238,19 +238,19 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-layers": {
|
"@tensorflow/tfjs-layers": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-layers/-/tfjs-layers-2.8.3.tgz",
|
||||||
"integrity": "sha512-bEYwMeBuiWl+fB5fBmhqwxjjbwBme7KgTDCquOyHoP1P01HZNBAmyJIDCtpqGHBJuGHBOpFga/DBl+9yF7gR6g==",
|
"integrity": "sha512-nl3GnLCqofFnswcPjXV+u5P7GLUCQh0xFKVXnjIGPFIemttQNG0BYSVL18EIV53fnMEv9RZ9mC4DF2LgvWg3yg==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-node": {
|
"@tensorflow/tfjs-node": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node/-/tfjs-node-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node/-/tfjs-node-2.8.3.tgz",
|
||||||
"integrity": "sha512-y6b2kv/esRJmeQuucOGYlBVqHH+e/w6O5aD5n0jmK355wxCsulsqCLGnKTK0i1jWYLYL64Osl7VXfq+IaKxS7w==",
|
"integrity": "sha512-CLsFew+kAvfQsgbHVhYz7NKztFtWHkHS9A7iYELMfY4tMkKQ4T+l0jkKcwouvDrUxJMVYnFeOGUQCRHKflxrbw==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@tensorflow/tfjs": "2.8.2",
|
"@tensorflow/tfjs": "2.8.3",
|
||||||
"@tensorflow/tfjs-core": "2.8.2",
|
"@tensorflow/tfjs-core": "2.8.3",
|
||||||
"adm-zip": "^0.4.11",
|
"adm-zip": "^0.4.11",
|
||||||
"google-protobuf": "^3.9.2",
|
"google-protobuf": "^3.9.2",
|
||||||
"https-proxy-agent": "^2.2.1",
|
"https-proxy-agent": "^2.2.1",
|
||||||
|
|
@ -272,13 +272,13 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@tensorflow/tfjs-node-gpu": {
|
"@tensorflow/tfjs-node-gpu": {
|
||||||
"version": "2.8.2",
|
"version": "2.8.3",
|
||||||
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node-gpu/-/tfjs-node-gpu-2.8.2.tgz",
|
"resolved": "https://registry.npmjs.org/@tensorflow/tfjs-node-gpu/-/tfjs-node-gpu-2.8.3.tgz",
|
||||||
"integrity": "sha512-HqoUAD5Dd7fc9TyCPjfSzE8AmMXKgZPTr/ESM29sCR/SqD6VNG4x3kzb9XM/IH5Yi2UiX1cL/AhX0f/nP2OMqQ==",
|
"integrity": "sha512-/JVBQ54bIh/okr8jAsRpumxjT7W0q65rEVBJKhzsvDceGRn4VMauyxpho2s8fmwNX+0Rgr3CRID9j+fLYRRsBQ==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@tensorflow/tfjs": "2.8.2",
|
"@tensorflow/tfjs": "2.8.3",
|
||||||
"@tensorflow/tfjs-core": "2.8.2",
|
"@tensorflow/tfjs-core": "2.8.3",
|
||||||
"adm-zip": "^0.4.11",
|
"adm-zip": "^0.4.11",
|
||||||
"google-protobuf": "^3.9.2",
|
"google-protobuf": "^3.9.2",
|
||||||
"https-proxy-agent": "^2.2.1",
|
"https-proxy-agent": "^2.2.1",
|
||||||
|
|
@ -318,9 +318,9 @@
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@types/node": {
|
"@types/node": {
|
||||||
"version": "14.14.19",
|
"version": "14.14.20",
|
||||||
"resolved": "https://registry.npmjs.org/@types/node/-/node-14.14.19.tgz",
|
"resolved": "https://registry.npmjs.org/@types/node/-/node-14.14.20.tgz",
|
||||||
"integrity": "sha512-4nhBPStMK04rruRVtVc6cDqhu7S9GZai0fpXgPXrFpcPX6Xul8xnrjSdGB4KPBVYG/R5+fXWdCM8qBoiULWGPQ==",
|
"integrity": "sha512-Y93R97Ouif9JEOWPIUyU+eyIdyRqQR0I8Ez1dzku4hDx34NWh4HbtIc3WNzwB1Y9ULvNGeu5B8h8bVL5cAk4/A==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@types/node-fetch": {
|
"@types/node-fetch": {
|
||||||
|
|
@ -358,13 +358,13 @@
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@typescript-eslint/eslint-plugin": {
|
"@typescript-eslint/eslint-plugin": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/eslint-plugin/-/eslint-plugin-4.12.0.tgz",
|
||||||
"integrity": "sha512-fABclAX2QIEDmTMk6Yd7Muv1CzFLwWM4505nETzRHpP3br6jfahD9UUJkhnJ/g2m7lwfz8IlswcwGGPGiq9exw==",
|
"integrity": "sha512-wHKj6q8s70sO5i39H2g1gtpCXCvjVszzj6FFygneNFyIAxRvNSVz9GML7XpqrB9t7hNutXw+MHnLN/Ih6uyB8Q==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@typescript-eslint/experimental-utils": "4.11.1",
|
"@typescript-eslint/experimental-utils": "4.12.0",
|
||||||
"@typescript-eslint/scope-manager": "4.11.1",
|
"@typescript-eslint/scope-manager": "4.12.0",
|
||||||
"debug": "^4.1.1",
|
"debug": "^4.1.1",
|
||||||
"functional-red-black-tree": "^1.0.1",
|
"functional-red-black-tree": "^1.0.1",
|
||||||
"regexpp": "^3.0.0",
|
"regexpp": "^3.0.0",
|
||||||
|
|
@ -399,28 +399,28 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@typescript-eslint/experimental-utils": {
|
"@typescript-eslint/experimental-utils": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/experimental-utils/-/experimental-utils-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/experimental-utils/-/experimental-utils-4.12.0.tgz",
|
||||||
"integrity": "sha512-mAlWowT4A6h0TC9F+J5pdbEhjNiEMO+kqPKQ4sc3fVieKL71dEqfkKgtcFVSX3cjSBwYwhImaQ/mXQF0oaI38g==",
|
"integrity": "sha512-MpXZXUAvHt99c9ScXijx7i061o5HEjXltO+sbYfZAAHxv3XankQkPaNi5myy0Yh0Tyea3Hdq1pi7Vsh0GJb0fA==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@types/json-schema": "^7.0.3",
|
"@types/json-schema": "^7.0.3",
|
||||||
"@typescript-eslint/scope-manager": "4.11.1",
|
"@typescript-eslint/scope-manager": "4.12.0",
|
||||||
"@typescript-eslint/types": "4.11.1",
|
"@typescript-eslint/types": "4.12.0",
|
||||||
"@typescript-eslint/typescript-estree": "4.11.1",
|
"@typescript-eslint/typescript-estree": "4.12.0",
|
||||||
"eslint-scope": "^5.0.0",
|
"eslint-scope": "^5.0.0",
|
||||||
"eslint-utils": "^2.0.0"
|
"eslint-utils": "^2.0.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@typescript-eslint/parser": {
|
"@typescript-eslint/parser": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/parser/-/parser-4.12.0.tgz",
|
||||||
"integrity": "sha512-BJ3jwPQu1jeynJ5BrjLuGfK/UJu6uwHxJ/di7sanqmUmxzmyIcd3vz58PMR7wpi8k3iWq2Q11KMYgZbUpRoIPw==",
|
"integrity": "sha512-9XxVADAo9vlfjfoxnjboBTxYOiNY93/QuvcPgsiKvHxW6tOZx1W4TvkIQ2jB3k5M0pbFP5FlXihLK49TjZXhuQ==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@typescript-eslint/scope-manager": "4.11.1",
|
"@typescript-eslint/scope-manager": "4.12.0",
|
||||||
"@typescript-eslint/types": "4.11.1",
|
"@typescript-eslint/types": "4.12.0",
|
||||||
"@typescript-eslint/typescript-estree": "4.11.1",
|
"@typescript-eslint/typescript-estree": "4.12.0",
|
||||||
"debug": "^4.1.1"
|
"debug": "^4.1.1"
|
||||||
},
|
},
|
||||||
"dependencies": {
|
"dependencies": {
|
||||||
|
|
@ -442,29 +442,29 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@typescript-eslint/scope-manager": {
|
"@typescript-eslint/scope-manager": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/scope-manager/-/scope-manager-4.12.0.tgz",
|
||||||
"integrity": "sha512-Al2P394dx+kXCl61fhrrZ1FTI7qsRDIUiVSuN6rTwss6lUn8uVO2+nnF4AvO0ug8vMsy3ShkbxLu/uWZdTtJMQ==",
|
"integrity": "sha512-QVf9oCSVLte/8jvOsxmgBdOaoe2J0wtEmBr13Yz0rkBNkl5D8bfnf6G4Vhox9qqMIoG7QQoVwd2eG9DM/ge4Qg==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@typescript-eslint/types": "4.11.1",
|
"@typescript-eslint/types": "4.12.0",
|
||||||
"@typescript-eslint/visitor-keys": "4.11.1"
|
"@typescript-eslint/visitor-keys": "4.12.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@typescript-eslint/types": {
|
"@typescript-eslint/types": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/types/-/types-4.12.0.tgz",
|
||||||
"integrity": "sha512-5kvd38wZpqGY4yP/6W3qhYX6Hz0NwUbijVsX2rxczpY6OXaMxh0+5E5uLJKVFwaBM7PJe1wnMym85NfKYIh6CA==",
|
"integrity": "sha512-N2RhGeheVLGtyy+CxRmxdsniB7sMSCfsnbh8K/+RUIXYYq3Ub5+sukRCjVE80QerrUBvuEvs4fDhz5AW/pcL6g==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"@typescript-eslint/typescript-estree": {
|
"@typescript-eslint/typescript-estree": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/typescript-estree/-/typescript-estree-4.12.0.tgz",
|
||||||
"integrity": "sha512-tC7MKZIMRTYxQhrVAFoJq/DlRwv1bnqA4/S2r3+HuHibqvbrPcyf858lNzU7bFmy4mLeIHFYr34ar/1KumwyRw==",
|
"integrity": "sha512-gZkFcmmp/CnzqD2RKMich2/FjBTsYopjiwJCroxqHZIY11IIoN0l5lKqcgoAPKHt33H2mAkSfvzj8i44Jm7F4w==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@typescript-eslint/types": "4.11.1",
|
"@typescript-eslint/types": "4.12.0",
|
||||||
"@typescript-eslint/visitor-keys": "4.11.1",
|
"@typescript-eslint/visitor-keys": "4.12.0",
|
||||||
"debug": "^4.1.1",
|
"debug": "^4.1.1",
|
||||||
"globby": "^11.0.1",
|
"globby": "^11.0.1",
|
||||||
"is-glob": "^4.0.1",
|
"is-glob": "^4.0.1",
|
||||||
|
|
@ -500,12 +500,12 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"@typescript-eslint/visitor-keys": {
|
"@typescript-eslint/visitor-keys": {
|
||||||
"version": "4.11.1",
|
"version": "4.12.0",
|
||||||
"resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-4.11.1.tgz",
|
"resolved": "https://registry.npmjs.org/@typescript-eslint/visitor-keys/-/visitor-keys-4.12.0.tgz",
|
||||||
"integrity": "sha512-IrlBhD9bm4bdYcS8xpWarazkKXlE7iYb1HzRuyBP114mIaj5DJPo11Us1HgH60dTt41TCZXMaTCAW+OILIYPOg==",
|
"integrity": "sha512-hVpsLARbDh4B9TKYz5cLbcdMIOAoBYgFPCSP9FFS/liSF+b33gVNq8JHY3QGhHNVz85hObvL7BEYLlgx553WCw==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"@typescript-eslint/types": "4.11.1",
|
"@typescript-eslint/types": "4.12.0",
|
||||||
"eslint-visitor-keys": "^2.0.0"
|
"eslint-visitor-keys": "^2.0.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
|
|
@ -580,6 +580,16 @@
|
||||||
"color-convert": "^2.0.1"
|
"color-convert": "^2.0.1"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
|
"anymatch": {
|
||||||
|
"version": "3.1.1",
|
||||||
|
"resolved": "https://registry.npmjs.org/anymatch/-/anymatch-3.1.1.tgz",
|
||||||
|
"integrity": "sha512-mM8522psRCqzV+6LhomX5wgp25YVibjh8Wj23I5RPkPppSVSjyKD2A2mBJmWGa+KN7f2D6LNh9jkBCeyLktzjg==",
|
||||||
|
"dev": true,
|
||||||
|
"requires": {
|
||||||
|
"normalize-path": "^3.0.0",
|
||||||
|
"picomatch": "^2.0.4"
|
||||||
|
}
|
||||||
|
},
|
||||||
"aproba": {
|
"aproba": {
|
||||||
"version": "1.2.0",
|
"version": "1.2.0",
|
||||||
"resolved": "https://registry.npmjs.org/aproba/-/aproba-1.2.0.tgz",
|
"resolved": "https://registry.npmjs.org/aproba/-/aproba-1.2.0.tgz",
|
||||||
|
|
@ -653,6 +663,12 @@
|
||||||
"integrity": "sha1-ibTRmasr7kneFk6gK4nORi1xt2c=",
|
"integrity": "sha1-ibTRmasr7kneFk6gK4nORi1xt2c=",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
|
"binary-extensions": {
|
||||||
|
"version": "2.1.0",
|
||||||
|
"resolved": "https://registry.npmjs.org/binary-extensions/-/binary-extensions-2.1.0.tgz",
|
||||||
|
"integrity": "sha512-1Yj8h9Q+QDF5FzhMs/c9+6UntbD5MkRfRwac8DoEm9ZfUBZ7tZ55YcGVAzEe4bXsdQHEk+s9S5wsOKVdZrw0tQ==",
|
||||||
|
"dev": true
|
||||||
|
},
|
||||||
"brace-expansion": {
|
"brace-expansion": {
|
||||||
"version": "1.1.11",
|
"version": "1.1.11",
|
||||||
"resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
|
"resolved": "https://registry.npmjs.org/brace-expansion/-/brace-expansion-1.1.11.tgz",
|
||||||
|
|
@ -673,13 +689,13 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"call-bind": {
|
"call-bind": {
|
||||||
"version": "1.0.0",
|
"version": "1.0.1",
|
||||||
"resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.0.tgz",
|
"resolved": "https://registry.npmjs.org/call-bind/-/call-bind-1.0.1.tgz",
|
||||||
"integrity": "sha512-AEXsYIyyDY3MCzbwdhzG3Jx1R0J2wetQyUynn6dYHAO+bg8l1k7jwZtRv4ryryFs7EP+NDlikJlVe59jr0cM2w==",
|
"integrity": "sha512-tvAvUwNcRikl3RVF20X9lsYmmepsovzTWeJiXjO0PkJp15uy/6xKFZOQtuiSULwYW+6ToZBprphCgWXC2dSgcQ==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"function-bind": "^1.1.1",
|
"function-bind": "^1.1.1",
|
||||||
"get-intrinsic": "^1.0.0"
|
"get-intrinsic": "^1.0.2"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"callsites": {
|
"callsites": {
|
||||||
|
|
@ -698,6 +714,22 @@
|
||||||
"supports-color": "^7.1.0"
|
"supports-color": "^7.1.0"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
|
"chokidar": {
|
||||||
|
"version": "3.5.0",
|
||||||
|
"resolved": "https://registry.npmjs.org/chokidar/-/chokidar-3.5.0.tgz",
|
||||||
|
"integrity": "sha512-JgQM9JS92ZbFR4P90EvmzNpSGhpPBGBSj10PILeDyYFwp4h2/D9OM03wsJ4zW1fEp4ka2DGrnUeD7FuvQ2aZ2Q==",
|
||||||
|
"dev": true,
|
||||||
|
"requires": {
|
||||||
|
"anymatch": "~3.1.1",
|
||||||
|
"braces": "~3.0.2",
|
||||||
|
"fsevents": "~2.3.1",
|
||||||
|
"glob-parent": "~5.1.0",
|
||||||
|
"is-binary-path": "~2.1.0",
|
||||||
|
"is-glob": "~4.0.1",
|
||||||
|
"normalize-path": "~3.0.0",
|
||||||
|
"readdirp": "~3.5.0"
|
||||||
|
}
|
||||||
|
},
|
||||||
"chownr": {
|
"chownr": {
|
||||||
"version": "1.1.4",
|
"version": "1.1.4",
|
||||||
"resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
|
"resolved": "https://registry.npmjs.org/chownr/-/chownr-1.1.4.tgz",
|
||||||
|
|
@ -929,9 +961,9 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"esbuild": {
|
"esbuild": {
|
||||||
"version": "0.8.29",
|
"version": "0.8.31",
|
||||||
"resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.8.29.tgz",
|
"resolved": "https://registry.npmjs.org/esbuild/-/esbuild-0.8.31.tgz",
|
||||||
"integrity": "sha512-UDsEoeXuctVgG2hEts1Hwq2jYDGqV7nksEHEZaiCy2v+lXF5ButX4ErPAJAFi5ZNKKW+6Pom93pArV7hki6HnQ==",
|
"integrity": "sha512-7EIU0VdUxltwivjVezX3HgeNzeIVR1snkrAo57WdUnuBMykdzin5rTrxwCDM6xQqj0RL/HjOEm3wFr2ijHKeaA==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"escalade": {
|
"escalade": {
|
||||||
|
|
@ -1404,6 +1436,13 @@
|
||||||
"integrity": "sha1-FQStJSMVjKpA20onh8sBQRmU6k8=",
|
"integrity": "sha1-FQStJSMVjKpA20onh8sBQRmU6k8=",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
|
"fsevents": {
|
||||||
|
"version": "2.3.1",
|
||||||
|
"resolved": "https://registry.npmjs.org/fsevents/-/fsevents-2.3.1.tgz",
|
||||||
|
"integrity": "sha512-YR47Eg4hChJGAB1O3yEAOkGO+rlzutoICGqGo9EZ4lKWokzZRSyIW1QmTzqjtw8MJdj9srP869CuWw/hyzSiBw==",
|
||||||
|
"dev": true,
|
||||||
|
"optional": true
|
||||||
|
},
|
||||||
"function-bind": {
|
"function-bind": {
|
||||||
"version": "1.1.1",
|
"version": "1.1.1",
|
||||||
"resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.1.tgz",
|
"resolved": "https://registry.npmjs.org/function-bind/-/function-bind-1.1.1.tgz",
|
||||||
|
|
@ -1519,9 +1558,9 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"globby": {
|
"globby": {
|
||||||
"version": "11.0.1",
|
"version": "11.0.2",
|
||||||
"resolved": "https://registry.npmjs.org/globby/-/globby-11.0.1.tgz",
|
"resolved": "https://registry.npmjs.org/globby/-/globby-11.0.2.tgz",
|
||||||
"integrity": "sha512-iH9RmgwCmUJHi2z5o2l3eTtGBtXek1OYlHrbcxOYugyHLmAsZrPj43OtHThd62Buh/Vv6VyCBD2bdyWcGNQqoQ==",
|
"integrity": "sha512-2ZThXDvvV8fYFRVIxnrMQBipZQDr7MxKAmQK1vujaj9/7eF0efG7BPUKJ7jP7G5SLF37xKDXvO4S/KKLj/Z0og==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"array-union": "^2.1.0",
|
"array-union": "^2.1.0",
|
||||||
|
|
@ -1655,6 +1694,15 @@
|
||||||
"integrity": "sha1-d8mYQFJ6qOyxqLppe4BkWnqSap0=",
|
"integrity": "sha1-d8mYQFJ6qOyxqLppe4BkWnqSap0=",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
|
"is-binary-path": {
|
||||||
|
"version": "2.1.0",
|
||||||
|
"resolved": "https://registry.npmjs.org/is-binary-path/-/is-binary-path-2.1.0.tgz",
|
||||||
|
"integrity": "sha512-ZMERYes6pDydyuGidse7OsHxtbI7WVeUEozgR/g7rd0xUimYNlvZRE/K2MgZTjWy725IfelLeVcEM97mmtRGXw==",
|
||||||
|
"dev": true,
|
||||||
|
"requires": {
|
||||||
|
"binary-extensions": "^2.0.0"
|
||||||
|
}
|
||||||
|
},
|
||||||
"is-callable": {
|
"is-callable": {
|
||||||
"version": "1.2.2",
|
"version": "1.2.2",
|
||||||
"resolved": "https://registry.npmjs.org/is-callable/-/is-callable-1.2.2.tgz",
|
"resolved": "https://registry.npmjs.org/is-callable/-/is-callable-1.2.2.tgz",
|
||||||
|
|
@ -1930,9 +1978,9 @@
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"needle": {
|
"needle": {
|
||||||
"version": "2.5.2",
|
"version": "2.6.0",
|
||||||
"resolved": "https://registry.npmjs.org/needle/-/needle-2.5.2.tgz",
|
"resolved": "https://registry.npmjs.org/needle/-/needle-2.6.0.tgz",
|
||||||
"integrity": "sha512-LbRIwS9BfkPvNwNHlsA41Q29kL2L/6VaOJ0qisM5lLWsTV3nP15abO5ITL6L81zqFhzjRKDAYjpcBcwM0AVvLQ==",
|
"integrity": "sha512-KKYdza4heMsEfSWD7VPUIz3zX2XDwOyX2d+geb4vrERZMT5RMU6ujjaD+I5Yr54uZxQ2w6XRTAhHBbSCyovZBg==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"debug": "^3.2.6",
|
"debug": "^3.2.6",
|
||||||
|
|
@ -1997,6 +2045,12 @@
|
||||||
"validate-npm-package-license": "^3.0.1"
|
"validate-npm-package-license": "^3.0.1"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
|
"normalize-path": {
|
||||||
|
"version": "3.0.0",
|
||||||
|
"resolved": "https://registry.npmjs.org/normalize-path/-/normalize-path-3.0.0.tgz",
|
||||||
|
"integrity": "sha512-6eZs5Ls3WtCisHWp9S2GUy8dqkpGi4BVSz3GaqiE6ezub0512ESztXUwUB6C6IKbQkY2Pnb/mD4WYojCRwcwLA==",
|
||||||
|
"dev": true
|
||||||
|
},
|
||||||
"npm-bundled": {
|
"npm-bundled": {
|
||||||
"version": "1.1.1",
|
"version": "1.1.1",
|
||||||
"resolved": "https://registry.npmjs.org/npm-bundled/-/npm-bundled-1.1.1.tgz",
|
"resolved": "https://registry.npmjs.org/npm-bundled/-/npm-bundled-1.1.1.tgz",
|
||||||
|
|
@ -2316,6 +2370,15 @@
|
||||||
"util-deprecate": "~1.0.1"
|
"util-deprecate": "~1.0.1"
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
|
"readdirp": {
|
||||||
|
"version": "3.5.0",
|
||||||
|
"resolved": "https://registry.npmjs.org/readdirp/-/readdirp-3.5.0.tgz",
|
||||||
|
"integrity": "sha512-cMhu7c/8rdhkHXWsY+osBhfSy0JikwpHK/5+imo+LpeasTF8ouErHrlYkwT0++njiyuDvc7OFY5T3ukvZ8qmFQ==",
|
||||||
|
"dev": true,
|
||||||
|
"requires": {
|
||||||
|
"picomatch": "^2.2.1"
|
||||||
|
}
|
||||||
|
},
|
||||||
"regenerator-runtime": {
|
"regenerator-runtime": {
|
||||||
"version": "0.13.7",
|
"version": "0.13.7",
|
||||||
"resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.13.7.tgz",
|
"resolved": "https://registry.npmjs.org/regenerator-runtime/-/regenerator-runtime-0.13.7.tgz",
|
||||||
|
|
@ -2560,9 +2623,9 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"table": {
|
"table": {
|
||||||
"version": "6.0.6",
|
"version": "6.0.7",
|
||||||
"resolved": "https://registry.npmjs.org/table/-/table-6.0.6.tgz",
|
"resolved": "https://registry.npmjs.org/table/-/table-6.0.7.tgz",
|
||||||
"integrity": "sha512-OInCtPmDNieVBkVFi6C8RwU2S2H0h8mF3e3TQK4nreaUNCpooQUkI+A/KuEkm5FawfhWIfNqG+qfelVVR+V00g==",
|
"integrity": "sha512-rxZevLGTUzWna/qBLObOe16kB2RTnnbhciwgPbMMlazz1yZGVEgnZK762xyVdVznhqxrfCeBMmMkgOOaPwjH7g==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"ajv": "^7.0.2",
|
"ajv": "^7.0.2",
|
||||||
|
|
@ -2634,15 +2697,15 @@
|
||||||
}
|
}
|
||||||
},
|
},
|
||||||
"tslib": {
|
"tslib": {
|
||||||
"version": "2.0.3",
|
"version": "2.1.0",
|
||||||
"resolved": "https://registry.npmjs.org/tslib/-/tslib-2.0.3.tgz",
|
"resolved": "https://registry.npmjs.org/tslib/-/tslib-2.1.0.tgz",
|
||||||
"integrity": "sha512-uZtkfKblCEQtZKBF6EBXVZeQNl82yqtDQdv+eck8u7tdPxjLu2/lp5/uPW+um2tpuxINHWy3GhiccY7QgEaVHQ==",
|
"integrity": "sha512-hcVC3wYEziELGGmEEXue7D75zbwIIVUMWAVbHItGPx0ziyXxrOMQx4rQEVEV45Ut/1IotuEvwqPopzIOkDMf0A==",
|
||||||
"dev": true
|
"dev": true
|
||||||
},
|
},
|
||||||
"tsutils": {
|
"tsutils": {
|
||||||
"version": "3.17.1",
|
"version": "3.19.1",
|
||||||
"resolved": "https://registry.npmjs.org/tsutils/-/tsutils-3.17.1.tgz",
|
"resolved": "https://registry.npmjs.org/tsutils/-/tsutils-3.19.1.tgz",
|
||||||
"integrity": "sha512-kzeQ5B8H3w60nFY2g8cJIuH7JDpsALXySGtwGJ0p2LSjLgay3NdIpqq5SoOBe46bKDW2iq25irHCr8wjomUS2g==",
|
"integrity": "sha512-GEdoBf5XI324lu7ycad7s6laADfnAqCw6wLGI+knxvw9vsIYBaJfYdmeCEG3FMMUiSm3OGgNb+m6utsWf5h9Vw==",
|
||||||
"dev": true,
|
"dev": true,
|
||||||
"requires": {
|
"requires": {
|
||||||
"tslib": "^1.8.1"
|
"tslib": "^1.8.1"
|
||||||
|
|
|
||||||
22
package.json
22
package.json
|
|
@ -11,7 +11,8 @@
|
||||||
},
|
},
|
||||||
"scripts": {
|
"scripts": {
|
||||||
"start": "node --trace-warnings example/node-singleprocess.js",
|
"start": "node --trace-warnings example/node-singleprocess.js",
|
||||||
"build": "rimraf dist/* types/* && node ./build.js",
|
"dev": "npm install && node server/dev.js",
|
||||||
|
"build": "rimraf dist/* types/* && node server/build.js",
|
||||||
"lint": "eslint src/**/*"
|
"lint": "eslint src/**/*"
|
||||||
},
|
},
|
||||||
"keywords": [
|
"keywords": [
|
||||||
|
|
@ -40,14 +41,15 @@
|
||||||
"@vladmandic/pilogger": "^0.2.11"
|
"@vladmandic/pilogger": "^0.2.11"
|
||||||
},
|
},
|
||||||
"devDependencies": {
|
"devDependencies": {
|
||||||
"@tensorflow/tfjs": "^2.8.2",
|
"@tensorflow/tfjs": "^2.8.3",
|
||||||
"@tensorflow/tfjs-backend-wasm": "^2.8.2",
|
"@tensorflow/tfjs-backend-wasm": "^2.8.3",
|
||||||
"@tensorflow/tfjs-node": "^2.8.2",
|
"@tensorflow/tfjs-node": "^2.8.3",
|
||||||
"@tensorflow/tfjs-node-gpu": "^2.8.2",
|
"@tensorflow/tfjs-node-gpu": "^2.8.3",
|
||||||
"@types/node": "^14.14.19",
|
"@types/node": "^14.14.20",
|
||||||
"@typescript-eslint/eslint-plugin": "^4.11.1",
|
"@typescript-eslint/eslint-plugin": "^4.12.0",
|
||||||
"@typescript-eslint/parser": "^4.11.1",
|
"@typescript-eslint/parser": "^4.12.0",
|
||||||
"esbuild": "^0.8.29",
|
"chokidar": "^3.5.0",
|
||||||
|
"esbuild": "^0.8.31",
|
||||||
"eslint": "^7.17.0",
|
"eslint": "^7.17.0",
|
||||||
"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",
|
||||||
|
|
@ -55,7 +57,7 @@
|
||||||
"eslint-plugin-node": "^11.1.0",
|
"eslint-plugin-node": "^11.1.0",
|
||||||
"eslint-plugin-promise": "^4.2.1",
|
"eslint-plugin-promise": "^4.2.1",
|
||||||
"rimraf": "^3.0.2",
|
"rimraf": "^3.0.2",
|
||||||
"tslib": "^2.0.3",
|
"tslib": "^2.1.0",
|
||||||
"typescript": "^4.1.3"
|
"typescript": "^4.1.3"
|
||||||
}
|
}
|
||||||
}
|
}
|
||||||
|
|
|
||||||
|
|
@ -0,0 +1,147 @@
|
||||||
|
/*
|
||||||
|
micro http2 server with file monitoring and automatic app rebuild
|
||||||
|
- can process concurrent http requests
|
||||||
|
- monitors specified filed and folders for changes
|
||||||
|
- triggers library and application rebuild
|
||||||
|
- any build errors are immediately displayed and can be corrected without need for restart
|
||||||
|
- passthrough data compression
|
||||||
|
*/
|
||||||
|
|
||||||
|
const process = require('process');
|
||||||
|
const fs = require('fs');
|
||||||
|
const zlib = require('zlib');
|
||||||
|
const http = require('http');
|
||||||
|
const http2 = require('http2');
|
||||||
|
const path = require('path');
|
||||||
|
// eslint-disable-next-line node/no-unpublished-require, import/no-extraneous-dependencies
|
||||||
|
const chokidar = require('chokidar');
|
||||||
|
const log = require('@vladmandic/pilogger');
|
||||||
|
const build = require('./build.js');
|
||||||
|
|
||||||
|
// app configuration
|
||||||
|
// you can provide your server key and certificate or use provided self-signed ones
|
||||||
|
// self-signed certificate generated using:
|
||||||
|
// openssl req -x509 -newkey rsa:4096 -nodes -keyout https.key -out https.crt -days 365 -subj "/C=US/ST=Florida/L=Miami/O=@vladmandic"
|
||||||
|
// client app does not work without secure server since browsers enforce https for webcam access
|
||||||
|
const options = {
|
||||||
|
key: fs.readFileSync('server/https.key'),
|
||||||
|
cert: fs.readFileSync('server/https.crt'),
|
||||||
|
root: '..',
|
||||||
|
default: 'example/index.html',
|
||||||
|
httpPort: 8000,
|
||||||
|
httpsPort: 8001,
|
||||||
|
monitor: ['package.json', 'example', 'src'],
|
||||||
|
};
|
||||||
|
|
||||||
|
// just some predefined mime types
|
||||||
|
const mime = {
|
||||||
|
'.html': 'text/html',
|
||||||
|
'.js': 'text/javascript',
|
||||||
|
'.css': 'text/css',
|
||||||
|
'.json': 'application/json',
|
||||||
|
'.png': 'image/png',
|
||||||
|
'.jpg': 'image/jpg',
|
||||||
|
'.gif': 'image/gif',
|
||||||
|
'.ico': 'image/x-icon',
|
||||||
|
'.svg': 'image/svg+xml',
|
||||||
|
'.wav': 'audio/wav',
|
||||||
|
'.mp4': 'video/mp4',
|
||||||
|
'.woff': 'application/font-woff',
|
||||||
|
'.ttf': 'application/font-ttf',
|
||||||
|
'.wasm': 'application/wasm',
|
||||||
|
};
|
||||||
|
|
||||||
|
// watch filesystem for any changes and notify build when needed
|
||||||
|
async function watch() {
|
||||||
|
const watcher = chokidar.watch(options.monitor, {
|
||||||
|
persistent: true,
|
||||||
|
ignorePermissionErrors: false,
|
||||||
|
alwaysStat: false,
|
||||||
|
ignoreInitial: true,
|
||||||
|
followSymlinks: true,
|
||||||
|
usePolling: false,
|
||||||
|
useFsEvents: false,
|
||||||
|
atomic: true,
|
||||||
|
});
|
||||||
|
// single event handler for file add/change/delete
|
||||||
|
watcher
|
||||||
|
.on('add', (evt) => build.build(evt, 'add'))
|
||||||
|
.on('change', (evt) => build.build(evt, 'modify'))
|
||||||
|
.on('unlink', (evt) => build.build(evt, 'remove'))
|
||||||
|
.on('error', (err) => log.error(`Client watcher error: ${err}`))
|
||||||
|
.on('ready', () => log.state('Monitoring:', options.monitor));
|
||||||
|
}
|
||||||
|
|
||||||
|
// get file content for a valid url request
|
||||||
|
function handle(url) {
|
||||||
|
return new Promise((resolve) => {
|
||||||
|
let obj = { ok: false };
|
||||||
|
obj.file = url;
|
||||||
|
if (!fs.existsSync(obj.file)) resolve(null);
|
||||||
|
obj.stat = fs.statSync(obj.file);
|
||||||
|
if (obj.stat.isFile()) obj.ok = true;
|
||||||
|
if (!obj.ok && obj.stat.isDirectory()) {
|
||||||
|
obj.file = path.join(obj.file, options.default);
|
||||||
|
// @ts-ignore
|
||||||
|
obj = handle(obj.file);
|
||||||
|
}
|
||||||
|
resolve(obj);
|
||||||
|
});
|
||||||
|
}
|
||||||
|
|
||||||
|
// process http requests
|
||||||
|
async function httpRequest(req, res) {
|
||||||
|
handle(path.join(__dirname, options.root, decodeURI(req.url)))
|
||||||
|
.then((result) => {
|
||||||
|
// get original ip of requestor, regardless if it's behind proxy or not
|
||||||
|
// eslint-disable-next-line dot-notation
|
||||||
|
const forwarded = (req.headers['forwarded'] || '').match(/for="\[(.*)\]:/);
|
||||||
|
const ip = (Array.isArray(forwarded) ? forwarded[1] : null) || req.headers['x-forwarded-for'] || req.ip || req.socket.remoteAddress;
|
||||||
|
if (!result || !result.ok) {
|
||||||
|
res.writeHead(404, { 'Content-Type': 'text/html' });
|
||||||
|
res.end('Error 404: Not Found\n', 'utf-8');
|
||||||
|
log.warn(`${req.method}/${req.httpVersion}`, res.statusCode, req.url, ip);
|
||||||
|
} else {
|
||||||
|
const ext = String(path.extname(result.file)).toLowerCase();
|
||||||
|
const contentType = mime[ext] || 'application/octet-stream';
|
||||||
|
const accept = req.headers['accept-encoding'] ? req.headers['accept-encoding'].includes('br') : false; // does target accept brotli compressed data
|
||||||
|
res.writeHead(200, {
|
||||||
|
// 'Content-Length': result.stat.size, // not using as it's misleading for compressed streams
|
||||||
|
'Content-Language': 'en', 'Content-Type': contentType, 'Content-Encoding': accept ? 'br' : '', 'Last-Modified': result.stat.mtime, 'Cache-Control': 'no-cache', 'X-Powered-By': `NodeJS/${process.version}`,
|
||||||
|
});
|
||||||
|
const compress = zlib.createBrotliCompress({ params: { [zlib.constants.BROTLI_PARAM_QUALITY]: 5 } }); // instance of brotli compression with level 5
|
||||||
|
const stream = fs.createReadStream(result.file);
|
||||||
|
if (!accept) stream.pipe(res); // don't compress data
|
||||||
|
else stream.pipe(compress).pipe(res); // compress data
|
||||||
|
|
||||||
|
// alternative methods of sending data
|
||||||
|
/// 2. read stream and send by chunk
|
||||||
|
// const stream = fs.createReadStream(result.file);
|
||||||
|
// stream.on('data', (chunk) => res.write(chunk));
|
||||||
|
// stream.on('end', () => res.end());
|
||||||
|
|
||||||
|
// 3. read entire file and send it as blob
|
||||||
|
// const data = fs.readFileSync(result.file);
|
||||||
|
// res.write(data);
|
||||||
|
log.data(`${req.method}/${req.httpVersion}`, res.statusCode, contentType, result.stat.size, req.url, ip);
|
||||||
|
}
|
||||||
|
return null;
|
||||||
|
})
|
||||||
|
.catch((err) => log.error('handle error:', err));
|
||||||
|
}
|
||||||
|
|
||||||
|
// app main entry point
|
||||||
|
async function main() {
|
||||||
|
log.header();
|
||||||
|
await watch();
|
||||||
|
// @ts-ignore
|
||||||
|
const server1 = http.createServer(options, httpRequest);
|
||||||
|
server1.on('listening', () => log.state('HTTP server listening:', options.httpPort));
|
||||||
|
server1.listen(options.httpPort);
|
||||||
|
const server2 = http2.createSecureServer(options, httpRequest);
|
||||||
|
server2.on('listening', () => log.state('HTTP2 server listening:', options.httpsPort));
|
||||||
|
server2.listen(options.httpsPort);
|
||||||
|
await build.build('all', 'startup');
|
||||||
|
}
|
||||||
|
|
||||||
|
main();
|
||||||
|
|
@ -0,0 +1,31 @@
|
||||||
|
-----BEGIN CERTIFICATE-----
|
||||||
|
MIIFazCCA1OgAwIBAgIUKQKodDBJnuweJs5IcTyL4NIp3vgwDQYJKoZIhvcNAQEL
|
||||||
|
BQAwRTELMAkGA1UEBhMCVVMxEDAOBgNVBAgMB0Zsb3JpZGExDjAMBgNVBAcMBU1p
|
||||||
|
YW1pMRQwEgYDVQQKDAtAdmxhZG1hbmRpYzAeFw0yMDExMDcxNTE3NDNaFw0yMTEx
|
||||||
|
MDcxNTE3NDNaMEUxCzAJBgNVBAYTAlVTMRAwDgYDVQQIDAdGbG9yaWRhMQ4wDAYD
|
||||||
|
VQQHDAVNaWFtaTEUMBIGA1UECgwLQHZsYWRtYW5kaWMwggIiMA0GCSqGSIb3DQEB
|
||||||
|
AQUAA4ICDwAwggIKAoICAQDSC88PF8NyLkagK5mAZ/d739SOU16l2Cx3zE35zZQh
|
||||||
|
O29+1L4L+oMksLYipo+FMgtGO+MSzFsvGgKCs2sDSdfyoNSTZ3QaN4BAZ0sbq+wL
|
||||||
|
cke7yRBTM/XIGOQfhqq8yC2q8/zXwUbZg0UsCAxDGNwUr0Qlm829laIU/UN1KcYS
|
||||||
|
57Nebl1z05wMEvYmyl4JBAl9ozne7KS9DyW7jbrAXE8TaEy3+pY66kx5GG6v2+up
|
||||||
|
ScITGm4YPmPPlpOF1UjQloosgxdVa+fVp8aNCa/rf0JNO0Uhb3OKOZ+4kYmpfPn/
|
||||||
|
trwoKWAa6CV1uAJ+3zDkLMq1JNlrV4OMp1QvX0wzA47a/n466JMN9SFb0Ng5wf19
|
||||||
|
VOtT5Zu7chDStBudVjxlMDfUixvhvn4sjbaLNYR1fyWPoNXwr0KX2lpTP1QOzp9/
|
||||||
|
Sd0iiJ8RPfXn8Xo26MStu4I52CZjS7yEMgJGCLH/mgPuSbrHHYYrrrCPJgmQOZG2
|
||||||
|
TNMI+EqOwQvHh2ghdv7t7EEk4IslBk0QzufMXQ2WFXQ20nvj74mrmmiMuBcmonpR
|
||||||
|
0egA5/M18ZPLQxYu0Q86NUr4XHtAG1fq+n8pseQ7Avy6Gk6HRiezCbB7TJ9rnNeu
|
||||||
|
jie1TDajC6W7rx0VF7hcxkIrDgNgnYcjXUV2hMx1lo4fIoWkL3nJJVEthMVIcJOX
|
||||||
|
EwIDAQABo1MwUTAdBgNVHQ4EFgQUHawIRAo1bW8Xy7l4oKfM+ESjhs0wHwYDVR0j
|
||||||
|
BBgwFoAUHawIRAo1bW8Xy7l4oKfM+ESjhs0wDwYDVR0TAQH/BAUwAwEB/zANBgkq
|
||||||
|
hkiG9w0BAQsFAAOCAgEAozQJk5Ahx7rDn/aMXLdZFxR81VfkmHDm7NhlJsdVKUx5
|
||||||
|
o/iegXnvwc1PoeKsz2S504QiuL8l7jqZoU2WPIm7Vlr+oxBgiKqjo1EqBsUgNCZ7
|
||||||
|
qxMD84TVp/KBGjKUh1TXhjJwGGfNNr+R/fJGw+36UeuY3fSckjaYTuNuVElp+DoZ
|
||||||
|
/pGyu1qpcybLfiR8mpQkCeU/iBq5gIjWddbVjlYoTKfqULZrpsAF2AeqELEgyshl
|
||||||
|
p3PNhW/54TJSn4mWK+39BibYHPkvx8orEuWKyjjRk82hEXi7J3hsGKX29qC3oO40
|
||||||
|
67DKDWmZdMCz+E1ERf10V0bSp6iJnnlwknHJloZUETV1NY/DdoSC6e8CN0+0cQqL
|
||||||
|
aJefJ483O3sXyN3v3+DaEFBLPFgRFGZB7eaBwR2xAv/KfjT5dSyi+wA4LZAxsQMC
|
||||||
|
Q7UYGNAfHLNHJo/bsj12+JDhJaFZ/KoBKzyMUuEXmvjxXNDMCfm+gVQFoLyXkGq3
|
||||||
|
491W/O7LjR6pkD+ce0qeTFMu3nfUubyfbONVDEfuH4GC1e+FAggCRaBnFsVzCzXj
|
||||||
|
jxOOLoQ9nwLk8v17mx0BSwX4iuqvXFntfJbzfcnzQfx/qqPFheIbGnmKw1lrRML8
|
||||||
|
87ZbN6t01+v2YyYe6Mc7p80s1R3jc8aVX8ca2KcYwsJAkg/xz0q5RJwsE1is5UY=
|
||||||
|
-----END CERTIFICATE-----
|
||||||
|
|
@ -0,0 +1,52 @@
|
||||||
|
-----BEGIN PRIVATE KEY-----
|
||||||
|
MIIJQwIBADANBgkqhkiG9w0BAQEFAASCCS0wggkpAgEAAoICAQDSC88PF8NyLkag
|
||||||
|
K5mAZ/d739SOU16l2Cx3zE35zZQhO29+1L4L+oMksLYipo+FMgtGO+MSzFsvGgKC
|
||||||
|
s2sDSdfyoNSTZ3QaN4BAZ0sbq+wLcke7yRBTM/XIGOQfhqq8yC2q8/zXwUbZg0Us
|
||||||
|
CAxDGNwUr0Qlm829laIU/UN1KcYS57Nebl1z05wMEvYmyl4JBAl9ozne7KS9DyW7
|
||||||
|
jbrAXE8TaEy3+pY66kx5GG6v2+upScITGm4YPmPPlpOF1UjQloosgxdVa+fVp8aN
|
||||||
|
Ca/rf0JNO0Uhb3OKOZ+4kYmpfPn/trwoKWAa6CV1uAJ+3zDkLMq1JNlrV4OMp1Qv
|
||||||
|
X0wzA47a/n466JMN9SFb0Ng5wf19VOtT5Zu7chDStBudVjxlMDfUixvhvn4sjbaL
|
||||||
|
NYR1fyWPoNXwr0KX2lpTP1QOzp9/Sd0iiJ8RPfXn8Xo26MStu4I52CZjS7yEMgJG
|
||||||
|
CLH/mgPuSbrHHYYrrrCPJgmQOZG2TNMI+EqOwQvHh2ghdv7t7EEk4IslBk0QzufM
|
||||||
|
XQ2WFXQ20nvj74mrmmiMuBcmonpR0egA5/M18ZPLQxYu0Q86NUr4XHtAG1fq+n8p
|
||||||
|
seQ7Avy6Gk6HRiezCbB7TJ9rnNeujie1TDajC6W7rx0VF7hcxkIrDgNgnYcjXUV2
|
||||||
|
hMx1lo4fIoWkL3nJJVEthMVIcJOXEwIDAQABAoICAF45S+ZSW6uh1K7PQCnY+a0J
|
||||||
|
CJncDk5JPhFzhds0fGm39tknaCWJeEECQIIkw6cVfvc/sCpjn9fuTAgDolK0UnoV
|
||||||
|
6aZCN1P3Z8H8VDYSlm3AEyvLE1avrWbYu6TkzTyoc8wHbXn/yt+SQnpxFccXpMpm
|
||||||
|
oSRZ0x5jvHS79AHf/mnGpLEMw0FNQOgtrVxTVYGn3PYOPcyhzXi+Dcgn2QmnnxVu
|
||||||
|
qVOyxqehKTL9YdHjzsB/RN868P5RJocd3gmgVuyzS0KSf+oi4Ln4bFoiaVc0HDL3
|
||||||
|
DpjkHSl5lgu+xclRNfifKaK+hM0tLHi1VfFB//WrnjdKU3oSpQF4oowprM4Jn5AP
|
||||||
|
jhRI54JWZlWnvbiAOx7D49xFga3EnqjVH6So2gxi+q3Dv25luXGAnueaBPDpVC6c
|
||||||
|
nkJm2aCl7T3xlVpW8O5Fs+rsP8Xr9RTyEQJauM01uOi3N2zEeO8ERxTYEW5Sy2U7
|
||||||
|
OFKRXtLj7Jnejib/SxWGcIX4Wid5QFAygbXz4APfFN22QU0fqmhm4/c2OB/xM8qr
|
||||||
|
VVFx4xlG2wnuq5CZdZjmK3MTbmSM+pWW8mly/+++p694cf5oXGenYus/JWFNwxj/
|
||||||
|
fPyA7zQmaTOidu6clDHzkPCOE7TBv9TkQ7lL6ClgE7B39JR65ZQtjCYqRsADKsGI
|
||||||
|
dFMg+HDmGbVEfWg2V0GBAoIBAQDupImrJ0JXHA/0SEC2Tbz7pE60fRwmBFdhvk4Z
|
||||||
|
rzZiaOl+M2HXQU6b5DYhKcgdiFah5IuAnsRPo6X5Ug+Q1DV3OFTuEGAkXgqZliNa
|
||||||
|
aXsJcc0++DYlXX3BrTb66gylVLQRs5tZzsXps5iXWclziDC2go8RKnCwxsxwbzVq
|
||||||
|
FP4hoBP4dp83WoLF4NznnGFGw3/KLlMivtRxDE5OegpxTuWGlA/bVtT187Ksuuz3
|
||||||
|
dFUayLfpg0ABS/E7wwAJjSUpPPEi3J/G255H3lZXgS1gWcAf3rGDQYlJKF8UHdja
|
||||||
|
yWQcAOF+b/bYEpa4lHw+UtKNNkPTiCV4Y7CNQd8a2Gcl7VFTAoIBAQDhUs9r1dhm
|
||||||
|
rUlNAunVZZZVZ91XhXeqVTa/9xUDEvDh91nB5c7CcuNXxwcX4oTsMF4Bc7CHlvOv
|
||||||
|
pybp+QLjK310VjxxkFYJT0TKWuYqLjtNkQ93sp8wF3gVCf8m8bMOX/gPfQzNZWKp
|
||||||
|
un+ZWnzXNU5d2A+63xbZmFzT0Zo6H/h9YEO5Xxw32HCKFzEhl5JD34muZTEXSpdD
|
||||||
|
p7LUUr5LvnoUqEzonhXx2qRnTLP87d1o0GlkVex9HeeeBgrvm57QYoJnABxw9UFM
|
||||||
|
/ocLeYsjkmqJQRBDWgiwQlos1pdZyX2Yj20b7Wm5Pxd4aM9gh5EZZMXeQHhbHlWz
|
||||||
|
UY1IPxfAkytBAoIBAHmYavFDisD58oMlAZwiViXeXaAHk30nfyK1pfPeXBaeoEKG
|
||||||
|
idb1VsmF6bLSKD4sBwBshExgGWT+3IYCMx43kpqRoGzA+UvugvYpExBxaJiyXMM2
|
||||||
|
E9jMH1S9HqOQ+CqR00KlwoVrH1rqANk1jbkJbtDAC4fSmSLp2Kd9crj/w1F80FAs
|
||||||
|
mQnKW5HZ9pUpEEPPP2DUY9XzaCnF/GxuML31VmxRKxc20kIUDzmF8VJQ+0Avf85C
|
||||||
|
6yz99gfeXzl+qq2teKyrv9nCc47pEhN6JZXPhV53yPk5PmuBX5jPcHxiW1kNddhH
|
||||||
|
0n3cUuHv/rJ+3vvG555z46vJF9+R7c0u8LfZiTMCggEBAMQd4a/IN0xXM1+2U3SL
|
||||||
|
sSew+XR+FMPK25aGJmHAkKz9L8CWlzmj6cCy2LevT2aMSqYU3eeGOZ//at1nAV5c
|
||||||
|
shsaHA30RQ5hUkyWhZLdHnzK752NeQTQyJH3W3+4C9NNMIm6m/QCdLeqPflqSxK9
|
||||||
|
sPH5ZueN2UOXW+R5oTVKMmxd51RnNhZdasamnPrSBFrTK/EA3pOZNsOKKRqo0jz3
|
||||||
|
Eyb7vcUSI6OYXFQU7OwO1RGvpKvSJb5Y0wo11DrtRnO16i5gaGDg9u9e8ofISJSz
|
||||||
|
kcrZOKCGst1HQ1mXhbB+sbSh0aPnJog4I+OHxkgMdvyVO6vQjXExnAIxzzi8wZ25
|
||||||
|
+oECggEBAIT6q/sn8xFt5Jwc/0Z7YUjd415Nknam09tnbB+UPRR6lt6JFoILx8by
|
||||||
|
5Y1sN30HWDv27v9G32oZhUDii3Rt3PkbYLqlHy7XBMEXA9WIUo+3Be7mtdL8Wfrj
|
||||||
|
0zn0b7Hks9a9KsElG1dXUopwjMRL3M22UamaN7e/gl5jz2I7pyc5oaqz9GRDV5yG
|
||||||
|
slb6gGZ5naMycJD3p8vutXbmgKRr9beRp55UICAbEMdr5p3ks8bfR33Z6t+a97u1
|
||||||
|
IxI5x5Lb0fdfvL8JK3nRWn7Uzbmm5Ni/OaODNKP+fIm9m2yDAs8LM8RGpPtk6i0d
|
||||||
|
qIRta3H9KNw2Mhpkm77TtUSV/W5aOmY=
|
||||||
|
-----END PRIVATE KEY-----
|
||||||
Loading…
Reference in New Issue