Web Server for Image Super-Resolution

This project showcases the Super-Resolution CNN (SRCNN). The model is pretrained following this tutorial. The original paper can be found here.

System Requirements

Linux system with npm 6+ and Python 3.8+

Build

To configure backend dependencies, execute the build.sh script

./build.sh

Server Start and Shutdown

To start the server and the UI, first execute the backend startup script, then launch the frontend

cd backend
./startup.sh
cd ../frontend
npm run dev

The frontend is accessible through localhost:3000

Note:

The frontend and the backend are hosted seperately, the backend is hosted at localhost:8888

To stop the server, firsts shutdown the frontend, then execute the backend shutdown script

cd backend
./shutdown.sh

Issues

• Image sizing, responsive scaling and scrolling not as expected
• Websocket connection crashes upon large image upload

Reference

https://arxiv.org/pdf/1501.00092.pdf