MiniRemini

Mini-Remini is a web application for enhancing the image. It was inspired by Remini.

Features

• Upload the image using file selection or drag and drop
• Process the image with default filters
• Choose the filters and apply them to the image:
  • Photo restoration using GFPGAN AI model
  • Face beauty using Insightface and OpenCV
  • Color correction
• View the filtered image in the before/after slider
• Download the enhanced image

Upcoming features

Next version

• Add deeper configuration of the filters:
  • Face beauty
  • Restore photo
• Investigate background AI filters

Later versions

• Image caching
• Use websockets for processing the image:
  • BE return the statuses
• Store the image on BE:
  • Use image id for the requests
• Zooming the image with canvas
• Create own AI model based on GFPGAN

Project structure

This project consists of two parts:

• Frontend (Angular) - UI for uploading, processing and displaying the image
• Backend (Python) - API server that handles image enhancement using AI

Getting started

git clone https://github.com/VikTs/mini-remini.git

For detailed setup instructions:

• Frontend README
• Backend README

Live demo

The live demo is available here: https://vikts.github.io/mini-remini/

Note: The online demo may currently be unavailable.

The backend is hosted on Render (free tier) which provides limited resources. Since the app performs AI-based image processing, some requests may take a long time to complete or timeout. For the best results and functionality it`s recommended to run the project locally