VisionCompressor

A powerful Python-based image compression and reconstruction tool that provides efficient compression algorithms while maintaining image quality.

Features

• Multiple Processing Modes:
  • Standard compression mode
  • BGR (Blue-Green-Red) channel processing
  • Y-channel only processing for enhanced efficiency
• Interactive GUI for easy image manipulation
• Batch Processing capability for multiple images
• Visual Feedback with residual image generation
• Customizable Parameters for compression quality

Quick Start

Prerequisites

• Python 3.x
• Required Python packages (install via requirements.txt)

Installation

1. Clone the repository:

   git clone https://github.com/YounesBensafia/VisionCompressor.git
   cd VisionCompressor

2. Install dependencies:

   pip install -r requirements.txt

Usage

GUI Interface

Launch the graphical interface for interactive compression:

python main.py

Project Structure

VisionCompressor/
├── src/              # Source code
│   ├── gui.py        # GUI implementation
│   ├── main.py       # Standard compression
│   ├── main_BGR.py   # BGR processing
│   └── main_with_y_channel_only.py
├── images/           # Input images directory
│   ├── reconstructed/  # Reconstructed images
│   └── residuals/     # Residual images
├── tests/
│
└── pyproject.toml 

Input/Output

• Input Images: Place your images in the images/ directory
• Output:
  • Reconstructed images are saved in output/reconstructed/
  • Residual images are saved in output/residuals/

Contributing

Contributions are welcome! Feel free to:

• Open issues for bugs or enhancement suggestions
• Submit pull requests with improvements
• Share feedback about the tool