CleanUp.pictures

This is the code repository for CleanUp.pictures, a free web application that lets you quickly cleanup or remove objects in any image.

CleanUp.pictures consists in 3 main blocks:

• A frontend built with React / Typescript / TailwindCSS
• A Nodejs Firebase function to proxy the fetch requests on a secure HTTPS endpoint with AppCheck/reCAPTCHA v3
• An inpainting service running LaMa on GPU. Here is an example implementation by @Sanster that you can run locally

Setup

1. Function: cd functions && npm i
2. Frontend: npm i

Then edit the .env file (or add a new .env.local file) that matches your firebase & backend settings.

To point the frontend to the local functions emulator, update your .env file with:

REACT_APP_INPAINTING_ENDPOINT=http://localhost:5001/cleanup-pictures/us-central1/default/cleanup

Development

1. Function: cd functions && npm run serve
2. Frontend: npm run dev

Deployment

1. Function: firebase deploy --only functions
2. Frontend: The frontend is automatically deployed when a PR is created/merged

Acknowledgements

CleanUp.pictures wouldn't be possible without LaMa: Resolution-robust Large Mask Inpainting with Fourier Convolutions by Samsung Research.