Sharpen Blurry Memories: Supercharge Your Images with HyperRez
Project description
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.
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Installation
pip install HyperRez
Usage
from HyperRez import ImageUpscaler
# Initialise the upscaler
upscaler = ImageUpscaler()
# Launch the Gradio Interface
upscaler.launchInterface()
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