real esrgan

We have hosted the application real esrgan in order to run this application in our online workstations with Wine or directly.

Quick description about real esrgan:

Real-ESRGAN is a highly popular open-source project that provides practical algorithms for general image and Video restoration using deep learning-based super-resolution techniques. It extends the original Enhanced Super-Resolution Generative Adversarial Network (ESRGAN) approach by training on synthetic degradations to make results more robust on real-world images, effectively enhancing resolution, reducing noise/artifacts, and reconstructing fine detail in low-quality imagery. The repository includes inference and training scripts, a model zoo with different pretrained models (including general and anime-oriented variants), and support for batch and arbitrary scaling, making it adaptable for diverse enhancement tasks. It emphasizes usability with utilities that handle alpha channels, gray/16-bit images, and tiled inference for large inputs, and can be run via Python scripts or portable executables.

Features:

• Deep-learning super-resolution and general image/Video restoration
• Extensive pretrained model zoo for general images and anime/Video content
• Flexible inference: Python scripts or portable executables for multiple platforms
• Handles alpha channels, gray/16-bit images, and tiled large-image processing
• Supports arbitrary scaling and optional face enhancement integration
• Designed for robust real-world performance on diverse image degradations

Programming Language: Python.
Categories: