AImage

Hyperlinks

GitHub	DrDEXT3R/AImage

Description

Web application that allows user to improve the quality of low-resolution images using the deep learning model. The logged in user can also store original and improved images on the server.

Project implemented by 3 authors using CI/CD.

The gallery showing several screenshots of the website’s appearance and image enhancement results.

Built With

• Python 3 - A programming language
• HTML - A language for describing the structure of websites
• Sass - A stylesheet language that is compiled to CSS
• JavaScript - A programming language that allows you to implement complex features on web
• Django - A high-level Python Web framework
• Docker - A containerization technology
• Bootstrap - A framework for developing responsive and mobile-first websites
• Particles.js - A lightweight JavaScript library for creating particles
• Leaflet - A open-source JavaScript library for mobile-friendly interactive maps
• OpenStreetMap - A free, editable map of the whole world
• Neural Enhance - A deep learning model

Features

• User registration and login
• Logged in User features:
  • Storing images on the server
  • Loading images from disk or by entering a URL
  • Improving images stored on the server using the neural network
  • Improving images without saving them to the server using the neural network
  • Adding feedback on image processing results
• Not logged in User features:
  • Improving images (with a size limit) using the neural network without being able to save images to the server
• “About” tab with the access map

License

This project is licensed under the GNU Affero General Public License v3.0 - see the LICENSE file for details.