https://github.com/rauhanahmed/hyperrez

HyperRez: An open-source python library to make your blurry photos shine in just 2 lines of code!
https://github.com/rauhanahmed/hyperrez

gfpgan hyperrez imageenhancement imageenhancer imagerestoration realesrgan

Last synced: 3 months ago
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HyperRez: An open-source python library to make your blurry photos shine in just 2 lines of code!

• Host: GitHub
• URL: https://github.com/rauhanahmed/hyperrez
• Owner: RauhanAhmed
• License: mit
• Created: 2024-01-28T17:46:48.000Z (12 months ago)
• Default Branch: main
• Last Pushed: 2024-04-13T19:42:49.000Z (9 months ago)
• Last Synced: 2024-04-14T09:52:57.349Z (9 months ago)
• Topics: gfpgan, hyperrez, imageenhancement, imageenhancer, imagerestoration, realesrgan
• Language: Python
• Homepage: https://pypi.org/project/HyperRez
• Size: 54.7 KB
• Stars: 3
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        

# HyperRez: Sharpen Blurry Memories

Enhance and upscale your images effortlessly with HyperRez, a Python library crafted by Rauhan Ahmed Siddiqui. Leveraging the power of GFPGAN and RealESRGAN, state-of-the-art Generative Adversarial Networks, this library provides advanced image enhancement capabilities. Real-ESRGAN focuses on upscaling backgrounds, while GFPGAN excels in refining the faces of human subjects.

## Features

- **Dual Network Integration:** Combines Real-ESRGAN and GFPGAN for comprehensive image enhancement.

- **Gradio Interface:** Seamlessly deployed into production using Gradio Interface for an interactive and user-friendly experience.

- **GPU Acceleration:** Optimized for GPU processing, ensuring fast and efficient image enhancement (Note: Performance may be suboptimal on CPUs).

- **PyPI Integration:** Available on PyPI as the "HyperRez" library for easy installation and use.

## Screenshots

![App Screenshot](https://i.ibb.co/wRTQwrt/Beige-and-White-Be-Yourself-Square-Pillow-2.png)

![App Screenshot](https://i.ibb.co/BBKh0BR/Screenshot-2024-02-11-005236.png)

## Installation

```bash

  pip install HyperRez

```

    

## Usage

```python

from HyperRez import ImageUpscaler

# Initialise the upscaler

upscaler = ImageUpscaler()

# Launch the Gradio Interface

upscaler.launchInterface()

```

## Authors

[Rauhan Ahmed Siddiqui](https://linkedin.com/in/rauhan-ahmed/)

## License

[MIT](https://choosealicense.com/licenses/mit/)