srgan · GitHub Topics

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also sup...

翻译 - 开源图像和视频恢复工具箱，特别适用于超分辨率，包括EDSR，RCAN，SRResNet，SRGAN，ESRGAN，EDVR等。还支持StyleGAN2，DFDNet。

basicsr esrgan edsr rcan edvr srresnet srgan super-resolution restoration PyTorch stylegan2 swinir

Python 7.24 k

8 个月前

tensorlayer / SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

翻译 - 使用生成对抗网络的逼真的单图像超分辨率

tensorlayer Tensorflow super-resolution Generative Adversarial Network cnn srgan vgg16 vgg19 vgg

Python 3.39 k

1 年前

LoSealL / VideoSuperResolution

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

super-resolution Tensorflow dncnn srgan srmd edsr rcan vsr PyTorch

Python 1.65 k

5 年前

krasserm / super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

edsr Keras super-resolution srgan Tensorflow tensorflow2

Python 1.51 k

3 年前

leftthomas / SRGAN

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

PyTorch srgan super-resolution

Python 1.2 k

8 个月前

brade31919 / SRGAN-tensorflow

#计算机科学#Tensorflow implementation of the SRGAN algorithm for single image super-resolution

深度学习 Tensorflow super-resolution Generative Adversarial Network srgan vgg19 pretrained-models cnn

Python 850

2 年前

kozistr / Awesome-GANs

#计算机科学#Awesome Generative Adversarial Networks with tensorflow

Generative Adversarial Network Tensorflow 机器学习 cgan dcgan lsgan wgan ebgan stargan srgan arxiv dragan acgan

Python 762

3 年前

soapisnotfat / super-resolution

collection of super-resolution models & algorithms

PyTorch srgan

Python 747

6 年前

HasnainRaz / Fast-SRGAN

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

sisr super-resolution srgan Tensorflow tf2 gans cnn tensorboard 人工智能神经网络 Generative Adversarial Network

Python 680

7 天前

sgrvinod / a-PyTorch-Tutorial-to-Super-Resolution

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

pytorch-tutorial PyTorch super-resolution srgan Generative Adversarial Network gans

Python 659

8 个月前

aitorzip / PyTorch-SRGAN

#计算机科学#A modern PyTorch implementation of SRGAN

Generative Adversarial Network PyTorch pytorch-gan 深度学习 convolutional-neural-networks cnn super-resolution 机器视觉 srgan

Python 363

7 年前

amanchadha / iSeeBetter

gans Generative Adversarial Network cnn resnet rnn PyTorch super-resolution srgan video-super-resolution self-supervised-learning unsupervised-learning convolutional-neural-networks convolutional-neural-network recurrent-neural-networks residual-networks video-processing

C++ 362

6 个月前

alohaleonardo / Super_Resolution_with_CNNs_and_GANs

Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch

Python PyTorch 机器视觉 srresnet srgan cgan super-resolution

Jupyter Notebook 279

7 年前

deepak112 / Keras-SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

Keras keras-tensorflow srgan image-super-resolution Generative Adversarial Network

Python 277

6 年前

ravisvi / super-resolution-videos

Applying SRGAN technique implemented in https://github.com/zsdonghao/SRGAN on videos to super resolve them.

机器视觉 super-resolution tensorlayer srgan

Python 110

5 年前

braindotai / Real-Time-Super-Resolution

🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥

super-resolution srgan esrgan Tensorflow Generator efficientnet image-enhancement

Jupyter Notebook 97

4 年前

soochan-lee / MR-GAN

Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)

Generative Adversarial Network conditional-gan PyTorch pix2pix srgan iclr2019

Python 93

8 个月前

goldhuang / SRGAN-PyTorch

A PyTorch implementation of SRGAN specific for Anime Super Resolution based on "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network". And another PyTorch WGAN-gp imple...

srgan PyTorch Anime

Python 87

6 年前