ESRGAN
Image restorer
Software implementation of enhanced image restoration algorithm using Generative Adversarial Networks
ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
6k stars
120 watching
1k forks
Language: Python
last commit: about 2 years ago
Linked from 2 awesome lists
esrgan
Related projects:
Repository | Description | Stars |
---|---|---|
xinntao/real-esrgan | Develops algorithms for practical image and video restoration using synthetic data | 28,429 |
tensorlayer/srgan | Generative Adversarial Network based Single Image Super-Resolution | 3,326 |
cszn/kair | Image restoration toolbox with training and testing codes for various deep learning-based methods | 2,957 |
cszn/bsrgan | A deep learning-based approach to super-resolution of degraded images. | 1,213 |
idealo/image-super-resolution | A project providing tools and frameworks for improving the quality of low-resolution images through deep learning-based techniques. | 4,658 |
leverxgroup/esrgan | An enhanced deep learning framework for image super-resolution tasks using Generative Adversarial Networks and PyTorch. | 150 |
tsukumijima/real-esrgan-gui | A GUI wrapper for Real-ESRGAN and Real-CUGAN image super-resolution algorithms | 492 |
tencentarc/gfpgan | An algorithm for restoring damaged or obscured faces in images | 35,898 |
brade31919/srgan-tensorflow | Tensorflow implementation of a generative adversarial network for single image super-resolution | 849 |
sanghyun-son/edsr-pytorch | Provides a PyTorch implementation of single image super-resolution | 2,443 |
subeeshvasu/2018_subeesh_epsr_eccvw | A deep learning-based super-resolution framework with improved perceptual accuracy and trade-off analysis tools | 79 |
clovaai/stargan-v2 | A Python implementation of an image-to-image translation model for generating diverse images across multiple domains. | 3,500 |
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 |
trevor-m/tensorflow-srgan | An implementation of a generative adversarial network (GAN) used to improve image quality through super-resolution | 39 |
cszn/srmd | Develops a single convolutional network to handle various image degradations with improved scalability and efficiency | 426 |