https://github.com/gmalivenko/classification-demo

Tensorflow.js classification demo application
https://github.com/gmalivenko/classification-demo

neural-networks pytorch tensorflow tensorflowjs

Last synced: 16 days ago
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Tensorflow.js classification demo application

• Host: GitHub
• URL: https://github.com/gmalivenko/classification-demo
• Owner: gmalivenko
• License: mit
• Created: 2019-09-22T17:57:18.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2023-01-04T11:08:45.000Z (almost 2 years ago)
• Last Synced: 2023-03-06T00:21:07.087Z (over 1 year ago)
• Topics: neural-networks, pytorch, tensorflow, tensorflowjs
• Language: JavaScript
• Homepage: https://nerox8664.github.io/cls/#/
• Size: 2.36 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 22
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Tensorflow.js classification demo application

## vue.js project setup

```

npm install

```

### Compiles and hot-reloads for development

```

npm run serve

```

### Compiles and minifies for production

```

npm run build

```

### Run your tests

```

npm run test

```

### Lints and fixes files

```

npm run lint

```

## Convert models

Please look into the `convert` directory. It contains small snippet script that allow to download model and convert it to `frozen` tensorflow model format.

Then, you can convert it to `Tensorflow.js` format using the following command:

```

tensorflowjs_converter --input_format=tf_frozen_model saved_model.pb TF_JS_DESTINATION --output_node_names OUTOUT_OP_NAME --saved_model_tags=serve --output_json=True

```

## License

This software is covered by MIT License.