---
title: Image Upscaler & Restorer
emoji: 🖼️
colorFrom: indigo
colorTo: blue
sdk: gradio
sdk_version: 3.50.2
app_file: app.py
pinned: false
---

# 🖼️ Image Upscaler & Restorer

Welcome to the **Image Upscaler & Restorer** project! This tool uses the [GFPGAN](https://github.com/TencentARC/GFPGAN) algorithm to enhance and restore images with minimal user effort.

👉 **Live Demo**: [Launch Space](https://huggingface.co/spaces/shubham5027/image_upscale)

## 🚀 Description

This app uses deep learning models like GFPGAN and RestoreFormer to:
- Upscale images up to 4x resolution
- Restore damaged, old, or low-quality photos

Perfect for:
- Designers
- Photographers
- Anyone wanting to enhance image quality

## ✨ Features

- ✅ Image upscaling up to 4x
- ✅ Damage and artifact restoration
- ✅ Compatible with GFPGAN v1.2 – v1.4 and RestoreFormer

## 🛠️ Installation (For local use)

```bash
git clone https://github.com/shubham5027/Image-Upscaler-Restoration-GFPGAN-Algorithm.git
cd Image-Upscaler-Restoration-GFPGAN-Algorithm
pip install -r requirements.txt
python download_models.py
```

## 🧪 Usage

```bash
python app.py
```

Follow the interface prompts to upload and process your image.

![Screenshot](https://github.com/shubham5027/Image-Upscaler-Restoration-GFPGAN-Algorithm/assets/132193443/2f324b63-8079-4de0-bc1c-7db973ea74b2)

## 🤝 Contribution

Contributions welcome! See the [Contributing Guidelines](CONTRIBUTING.md).

## 📄 License

MIT License — see [LICENSE](LICENSE) for details.