1 repo
Methods for repairing damaged, noisy, or low-quality visual content.
Distinguishing note: Focuses on the repair and cleaning of images, distinct from simple upscaling.
Explore 1 awesome GitHub repository matching graphics & multimedia · Image Restoration. Refine with filters or upvote what's useful.
Real-ESRGAN is a deep learning restoration pipeline designed to enhance low-resolution media and improve the visual quality of damaged photographs. It functions as a generative image upscaler that reconstructs high-resolution details from source inputs by utilizing neural networks trained to fill in missing information and remove noise. The project distinguishes itself as a blind super-resolution tool, meaning it improves image sharpness and fidelity without requiring prior knowledge of the specific degradation applied to the source. It employs high-order degradation modeling to address compl
Improves the visual quality of damaged or low-resolution photographs by automatically filling in missing details and removing noise.