https://github.com/cj-mills/fastai-hand-gesture-classifier-webgl-demo

A hand gesture classifier made with Fastai, TensorFlow.js, and Unity
https://github.com/cj-mills/fastai-hand-gesture-classifier-webgl-demo

Last synced: 7 months ago
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A hand gesture classifier made with Fastai, TensorFlow.js, and Unity

• Host: GitHub
• URL: https://github.com/cj-mills/fastai-hand-gesture-classifier-webgl-demo
• Owner: cj-mills
• License: mit
• Created: 2022-10-07T05:52:25.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-10-07T21:33:17.000Z (about 3 years ago)
• Last Synced: 2025-01-12T13:29:03.735Z (9 months ago)
• Language: HTML
• Homepage: https://cj-mills.github.io/fastai-hand-gesture-classifier-webgl-demo/
• Size: 28.9 MB
• Stars: 2
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# Fastai Hand Gesture Classifier WebGL Demo

 A hand gesture classifier made with Fastai, TensorFlow.js, and Unity

## In-Browser Demo

|  Demo Link      |

| ------------------------------------------------------------ |

| [Hand Gesture Classifier](https://cj-mills.github.io/fastai-hand-gesture-classifier-webgl-demo/) |

Reference Images



| Class    | Image                                              |

| --------- | ------------------------------------------------------------ |

| call    | ![call](./images/call.jpg) |

| dislike         | ![dislike](./images/dislike.jpg) |

| fist    | ![ fist](./images/fist.jpg) |

| four         | ![four](./images/four.jpg) |

| like         | ![ like](./images/like.jpg) |

| mute         | ![ mute](./images/mute.jpg) |

| ok    | ![ ok](./images/ok.jpg) |

| one         | ![ one](./images/one.jpg) |

| palm         | ![ palm](./images/palm.jpg) |

| peace         | ![peace](./images/peace.jpg) |

| peace_inverted         | ![peace_inverted](./images/peace_inverted.jpg) |

| rock         | ![rock](./images/rock.jpg) |

| stop         | ![stop](./images/stop.jpg) |

| stop_inverted         | ![stop_inverted](./images/stop_inverted.jpg) |

| three         | ![three](./images/three.jpg) |

| three2         | ![three2](./images/three2.jpg) |

| two_up         | ![ two_up](./images/two_up.jpg) |

| two_up_inverted         | ![two_up_inverted](./images/two_up_inverted.jpg) |

## Tutorial Links

- [Part 1](https://christianjmills.com/posts/tensorflow-js-unity-tutorial/part-1/): Train a hand gesture classifier using fastai and export it to TensorFlow.js.

- [Part 2](https://christianjmills.com/posts/tensorflow-js-unity-tutorial/part-2/): Create a TensorFlow.js plugin for the Unity game engine.

- [Part 3](https://christianjmills.com/posts/tensorflow-js-unity-tutorial/part-3/): Build a Unity project as a WebGL application and host it using GitHub Pages.

- [GitHub Repository](https://github.com/cj-mills/tensorflow-js-unity-tutorial)