Real-ESRGAN
Image restoration toolkit
Develops algorithms for practical image and video restoration using synthetic data
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
29k stars
230 watching
4k forks
Language: Python
last commit: about 2 years agoLinked from 3 awesome lists
aminedenoiseesrganimage-restorationjpeg-compressionpytorchreal-esrgansuper-resolution
agmmnn/awesome-blender
awesome-stable-diffusion/awesome-stable-diffusion
soruly/awesome-acgRelated projects:
| Repository | Description | Stars |
|---|---|---|
| xinntao/esrgan | Software implementation of enhanced image restoration algorithm using Generative Adversarial Networks | 6,078 |
 tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 36,009 |
 tsukumijima/real-esrgan-gui | A GUI wrapper for Real-ESRGAN and Real-CUGAN image super-resolution algorithms | 500 |
 tachibanayoshino/animeganv2 | A tool that generates anime styles from landscape photos and videos using deep learning techniques. | 5,118 |
| tachibanayoshino/animegan | Generates anime-style images from real-world photos using a deep learning model. | 4,502 |
 cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,994 |
| cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 602 |
| cszn/bsrgan | A deep learning-based approach to super-resolution of degraded images. | 1,222 |
 clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,513 |
 xufangchn/motion-deblurring-with-real-events | This repository provides code and models for a computer vision project that aims to improve the quality of videos by reducing motion blur. | 35 |
 yangxy/gpen | An open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks. | 2,456 |
 huicongzhang/stdan | Deblurring algorithm for videos using a neural network | 52 |
 nagadomi/waifu2x | A software framework for generating anime-style images through deep convolutional neural networks | 27,634 |
 pavitrakumar78/anime-face-gan-keras | A GAN-based system to generate anime faces using a custom dataset | 198 |
 leverxgroup/esrgan | An enhanced deep learning framework for image super-resolution tasks using Generative Adversarial Networks and PyTorch. | 151 |