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.
28k stars
233 watching
4k forks
Language: Python
last commit: 4 months ago
Linked from 3 awesome lists
aminedenoiseesrganimage-restorationjpeg-compressionpytorchreal-esrgansuper-resolution
Related projects:
Repository | Description | Stars |
---|---|---|
xinntao/esrgan | Software implementation of enhanced image restoration algorithm using Generative Adversarial Networks | 6,023 |
tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 35,898 |
tsukumijima/real-esrgan-gui | A GUI wrapper for Real-ESRGAN and Real-CUGAN image super-resolution algorithms | 492 |
tachibanayoshino/animeganv2 | A tool that generates anime styles from landscape photos and videos using deep learning techniques. | 5,099 |
tachibanayoshino/animegan | Generates anime-style images from real-world photos using a deep learning model. | 4,494 |
cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,957 |
cszn/ircnn | This project trains deep CNN denoisers to improve image restoration tasks such as deblurring and demosaicking through model-based optimization methods. | 600 |
cszn/bsrgan | A deep learning-based approach to super-resolution of degraded images. | 1,213 |
clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,500 |
xufangchn/motion-deblurring-with-real-events | Develops methods to restore blurry motion sequences from real-world events | 33 |
yangxy/gpen | An open-source software project that develops and provides tools for restoring degraded faces in images using Generative Pre-trained Networks. | 2,436 |
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 | 27,571 |
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. | 150 |