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

Installation

  pip install HyperRez

Usage

from HyperRez import ImageUpscaler

# Initialise the upscaler
upscaler = ImageUpscaler()

# Launch the Gradio Interface
upscaler.launchInterface()

Authors

Rauhan Ahmed Siddiqui

License

MIT