web-realesrgan

Run Real-ESRGAN in the browser with tensorflow.js

Usage

Online Demo

https://cappuccino.moe

Accelaration

• WebGL: Enabled on most devices by default.
• WebGPU: Enabled on Chrome with chrome://flags/#enable-unsafe-webgpu flag or other browsers with WebGPU support. Much faster than WebGL.

Development

npm install
npm run dev

Credits

Pytorch model -> ONNX -> Tensorflow saved model -> Tensorflow.js

• xinntao/Real-ESRGAN
• microsoft/onnxruntime
• PINTO0309/onnx2tf
• tensorflow/tfjs