Image Upscaler & Restorer

Welcome to the Image Upscaler & Restorer project! This tool utilizes the GFPGAN algorithm to enhance and restore images, providing a seamless way to improve image quality.

App URL: https://huggingface.co/spaces/shubham5027/image_upscale

Table of Contents

• Description
• Features
• Installation
• Usage
• Contribution
• License
• Contact

Description

This project leverages advanced deep learning models to upscale and restore images, transforming low-resolution or damaged images into high-quality visuals. It’s perfect for graphic designers, photographers, and anyone needing to improve image quality professionally.

Features

• Image Upscaling: Increase image resolution up to 4x.
• Restoration: Restore degraded or damaged parts of images.
• Support for Multiple Versions: Compatible with GFPGAN v1.2, v1.3, v1.4, and RestoreFormer.

Installation

Prerequisites

• Python 3.7+
• Pip
• Node.js

Steps

1. Clone the Repository:

   git clone https://github.com/shubham5027/Image-Upscaler-Restoration-GFPGAN-Algorithm.git
   cd Image-Upscaler-Restoration-GFPGAN-Algorithm
   

2. Install Dependencies:

   pip install -r requirements.txt
   

3. Download Models:

   python download_models.py
   

Usage

1. Run the Application:

   python app.py
   

2. Follow Prompts: Answer the prompts to upscale or restore your images.

3. 

Contribution

We welcome contributions! Please read our Contributing Guidelines to get started.

License

Distributed under the MIT License. See the LICENSE file for more information.

Thank you for using Image Upscaler & Restorer! Enjoy enhancing your images!