TensorflowJS ESRGAN

A Tensorflow.JS wrapper of ESRGAN (aka Zoom and Enhance) based off the ESRGAN Tensorflow Implementation. Made with Typescript, Python, Node.js, and Tensorflow.js.

What it does

Like the description says, it enhances and upscales images like they do in the movies

Quickstart

Make sure you have node.js installed. You can check this with node -v. If you dont have node.js installed, you can install it from here

npm i
npm run build
npm run start

See more examples in the documentation

Future Releases

I may end up converting this to work in the browser, in a svelte app. Stay tuned!

Resources

• https://www.tensorflow.org/hub/tutorials/image_enhancing
• https://tfhub.dev/captain-pool/esrgan-tf2/1
• https://arxiv.org/abs/1809.00219
• https://github.com/captain-pool/GSOC/tree/master/E2_ESRGAN

License

MIT