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⚠️ Current typescript code does not work.

SGZ-ONNX-WASM

Convert SGZ model for Low Light Image Enhancement to ONNX and run it in the browser.
Eventually, it will be adopted WebRTC to be able to transmit enhanced images.

Get Started

Dependencies

  • node
  • An arbitrary OS
  • Google Chrome
  • An arbitrary web camera

Executing program

Go to the SGZ-ONNX-WASM directory and execute the following command.

npx light-server -s . -p 8080

After the command works, access localhost:8080 in a browser.

Loadmap

  • Convert to ONNX
  • Run on a browser
  • Proofread comments
  • Support TypeScript + next.js
  • Crop the input image so that its height and width are multiples of scale factor (i.e. 12)
  • Modify a little collapse of layout if it exists yet
  • Optimize data transformation arround the inference process
  • Support WebRTC to transmit enhanced images

Authors

tetter

License

This project is licensed under the MIT License - see the LICENSE file for details

Reference

Semantic-Guided-Low-Light-Image-Enhancement
https://github.com/ShenZheng2000/Semantic-Guided-Low-Light-Image-Enhancement