Digital Image Processing

A web application built with Streamlit for processing and enhancing low-quality images. The application consists of two modules:

Image Restoration:

• Supports restoration of images with three degradations: low light, noisy, and blurry.

Image Enhancement:

• Utilizes Real ESRGAN and BSRGAN for enhancing images.

Installation:

1. Clone this repository and navigate to the project directory.
2. Run the command pip install -r requirements.txt to install the dependencies.

Usage:

1. Run the command streamlit run app.py to start the application.
2. Open your web browser and go to http://localhost:8501.
3. By default, Streamlit allows file uploads up to 200MB. If you want to increase the maximum upload size for audio files, use the command streamlit run app.py --server.maxUploadSize=1028.
4. Use the application to upload and process low-light images.