https://github.com/wpmed92/yolov8-webgpu-tinygrad

YoloV8 port to WebGPU using tinygrad
https://github.com/wpmed92/yolov8-webgpu-tinygrad

Last synced: 14 days ago
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YoloV8 port to WebGPU using tinygrad

• Host: GitHub
• URL: https://github.com/wpmed92/yolov8-webgpu-tinygrad
• Owner: wpmed92
• Created: 2024-12-03T09:26:43.000Z (20 days ago)
• Default Branch: main
• Last Pushed: 2024-12-03T10:00:28.000Z (20 days ago)
• Last Synced: 2024-12-03T11:18:23.980Z (20 days ago)
• Language: JavaScript
• Size: 7.1 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# YOLOv8 on [tinygrad](https://github.com/tinygrad/tinygrad) powered by WebGPU

This is a WebGPU port of YOLOv8 using [tinygrad](https://github.com/tinygrad/tinygrad).

Try it [here](https://wpmed92.github.io/yolov8-webgpu-tinygrad/)!

## Compiling YoloV8

The model has been exported using a small compile script in the tinygrad repo. It sets the default device to WebGPU, then exports the kernels of the model in a compact `net.js` file, alongside the model weights in `.safetensor` format.

## License

MIT