SAR Image Colorization App

This Streamlit app colorizes grayscale Synthetic Aperture Radar (SAR) images using a GAN-based model.

Features

• Upload grayscale SAR images
• Colorize images using a pre-trained GAN model
• Send original and colorized images via email

Installation

1. Clone the repository
2. Install dependencies:

   pip install -r requirements.txt
   

Usage

1. Run the Streamlit app:

   streamlit run test.py
   

2. Enter your email address
3. Upload a grayscale SAR image
4. Click "Colorize Image"
5. View the colorized image and receive both images via email

Files

• test.py: Main Streamlit app
• with_attachments.py: Email sending functionality
• requirements.txt: Required Python packages

Model

The app uses a pre-trained GAN model hosted on Hugging Face Hub:

• Repository: Hammad712/GAN-Colorization-Model
• Filename: generator.pt

Note

Ensure you have proper credentials and permissions for the email functionality.