srgan

There are 14 repositories under srgan topic.

BasicSR
XPixelGroup / BasicSR
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 support StyleGAN2, DFDNet.
basicsr basicvsr dfdnet ecbsr edsr edvr esrgan pytorch rcan restoration srgan srresnet stylegan2 super-resolution swinir
Language:Python 6523
tensorlayer / SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
tensorlayer tensorflow super-resolution gan cnn srgan vgg16 vgg19 vgg
Language:Python 3251
LoSealL / VideoSuperResolution
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
carn dbpn dncnn edsr frvsr ntire2019 pytorch rcan rdn srcnn srgan srmd super-resolution tensorflow vdsr vespcn vsr
Language:Python 1597
krasserm / super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
edsr keras single-image-super-resolution srgan super-resolution tensorflow tensorflow2 wdsr
Language:Python 1483
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
Language:Python 1122
brade31919 / SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
cnn deep-learning generative-adversarial-network pretrained-models srgan super-resolution tensorflow tf-slim vgg19
Language:Python 848
kozistr / Awesome-GANs
Awesome Generative Adversarial Networks with tensorflow
generative-adversarial-network tensorflow machine-learning began cgan dcgan gan lapgan lsgan wgan wgan-gp ebgan stargan srgan arxiv dragan cogan acgan sagan f-gan
Language:Python 760
soapisnotfat / super-resolution
collection of super-resolution models & algorithms
fsrcnn pytorch resolution-models srcnn srgan sup-pixel-cnn
Language:Python 742
HasnainRaz / Fast-SRGAN
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
artificial-intelligence cnn fastsrgan gans generative-adversarial-network neural-network realtime-super-resolution residual-blocks resolution-image single-image-super-resolution sisr srgan super-resolution tensorboard tensorflow tf-keras tf2 upsample
Language:Python 656
sgrvinod / a-PyTorch-Tutorial-to-Super-Resolution
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
gan gans generative-adversarial-network pytorch pytorch-tutorial srgan super-resolution
Language:Python 576
aitorzip / PyTorch-SRGAN
A modern PyTorch implementation of SRGAN
generative-adversarial-network pytorch pytorch-gan deep-learning gan convolutional-neural-networks cnn super-resolution computer-vision srgan
Language:Python 359
amanchadha / iSeeBetter
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press
cnn convolutional-neural-network convolutional-neural-networks gan gans generative-adversarial-network psnr pytorch recurrent-neural-networks residual-networks resnet resnets rnn self-supervised-learning srgan ssim super-resolution unsupervised-learning video-processing video-super-resolution
Language:C++ 354
deepak112 / Keras-SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
keras keras-tensorflow srgan image-super-resolution single-image-super-resolution generative-adversarial-networks photo-realistic-super-resolution vgg-loss
Language:Python 277
yiyang7 / Super_Resolution_with_CNNs_and_GANs
Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch
cgan computer-vision drrn python pytorch srcnn srgan srresnet super-resolution superresolution
Language:Jupyter Notebook 270
ravisvi / super-resolution-videos
Applying SRGAN technique implemented in https://github.com/zsdonghao/SRGAN on videos to super resolve them.
computer-vision super-resolution tensorlayer srgan
Language:Python 110
soochan-lee / MR-GAN
Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)
gan conditional-gan pytorch pix2pix srgan glcic mr-gan iclr2019
Language:Python 91
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 implementation of SRGAN referring to "Improved Training of Wasserstein GANs".
srgan wgan-gp pytorch anime
Language:Python 85
braindotai / Real-Time-Super-Resolution
🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥
content-loss discriminator div2k efficientnet esrgan generator image-enhancement perceptual-loss ragan relativistic-discriminator relativistic-gan srgan style-loss super-resolution tensorflow vggnet
Language:Jupyter Notebook 81
wkhademi / ImageEnhancement
Various models for handling underexposure, overexposure, super-resolution, shadow removal, etc.
image-enhancement cyclegan deshadownet enlightengan tensorflow generative-adversarial-network deep-learning srgan shadow-removal super-resolution
Language:Python 65
kvpratama / gan
Various GAN Model
gan dcgan srgan srgan-pytorch pix2pix
Language:Python 60
ShenghaiRong / caffe_srgan
A Caffe Implementation of SRGAN
caffe srgan
Language:C++ 59
amanchadha / FRVSR-GAN
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
python python3 pytorch opencv gan gans cnn cnns adjacent-frames frame-recurrence srgan frvsr-gan ssim sisr psnr super-resolution video-super-resolution convolutional-neural-networks recurrent-neural-network generative-adversarial-network
Language:Python 57
Saurabh23 / mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.
Generative Adversarial Network for single image super-resolution in high content screening microscopy images
generative-adversarial-networks super-resolution perceptual-losses high-content-screening microscopy-images srgan gan deep-learning image-generation computer-vision convolutional-neural-networks vgg19 image-reconstruction
Language:Jupyter Notebook 57
twhui / SRGAN-PyTorch
An Unofficial PyTorch Implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
cnn pytorch srgan srresnet super-resolution
Language:Python 57
nnUyi / SRGAN
An implement of SRGAN(Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network) for tensorflow version
gan python srgan tensorflow
Language:Python 50
trevor-m / tensorflow-SRGAN
Tensorflow implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network" (Ledig et al. 2017)
deep-learning tensorflow srgan vgg19 convolutional-neural-networks generative-adversarial-network gan super-resolution srresnet
Language:Python 39
kartikgill / TF2-Keras-GAN-Notebooks
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
python tensorflow2 keras generative-adversarial-network infogan lsgan adversarial-machine-learning wgan wgan-gp srgan dcgan gan gans cyclegan pix2pix deep-learning discogan context-encoder
Language:Jupyter Notebook 34
rush2406 / Self-Supervised-Learning-for-Fine-grained-Image-Classification
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
self-supervised-learning fine-grained-classification fgvc classification fine-grained simclr srgan pytorch jigsaw
Language:Jupyter Notebook 34
AvivSham / SRGAN-Keras-Implementation
Photo Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
keras python3 google-colab deep-learning machine-learning srgan
Language:Jupyter Notebook 27
MingtaoGuo / SRGAN-with-WGAN-Loss-TensorFlow
SRGAN (super resolution generative adversarial networks) with WGAN loss function in TensorFlow
srgan tensorflow gan superresolution
Language:Python 26
boomb0om / PyTorch-SRGAN-tutorial
A tutorial to super resolution and SRGAN in PyTorch
super-resolution pytorch gan srgan tutorial russian russian-language guide
Language:Jupyter Notebook 17
Ahmad-Zaki / Single_Image_Super_Resolution
A tensorflow-based implementation of SISR using EDSR, SRResNet, and SRGAN
cnn convolutional-neural-networks data-loader deep-learning div2k edsr gan generative-adversarial-network keras keras-tensorflow python single-image-super-resolution srgan srgan-tf2 srresnet super-resolution tensorflow
Language:Python 16
kayr7 / PyTorch-SRGAN
PyTorch version of the paper: "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
pytorch pytorch-srresnet srgan vgg19
Language:Python 14
ApurbaSengupta / Super-Resolution-Images
Generating super-resolution images using GANs
super-resolution gan srgan pytorch nvidia-gpu python3 generative-adversarial-network spectral-normalization generator discriminator dcgan relativistic-discriminator ssim vifp high-quality-images jupyter-notebook
Language:Jupyter Notebook 12
lizhuoq / SRGAN
A PyTorch implementation of SRGAN
python pytorch srgan super-resolution
Language:Python 12
zijundeng / SRGAN
PyTorch implementation of the paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
super-resolution generative-adversarial-network srgan pytorch
Language:Python 11

srgan

XPixelGroup / BasicSR

tensorlayer / SRGAN

LoSealL / VideoSuperResolution

krasserm / super-resolution

leftthomas / SRGAN

brade31919 / SRGAN-tensorflow

kozistr / Awesome-GANs

soapisnotfat / super-resolution

HasnainRaz / Fast-SRGAN

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

aitorzip / PyTorch-SRGAN

amanchadha / iSeeBetter

deepak112 / Keras-SRGAN

yiyang7 / Super_Resolution_with_CNNs_and_GANs

ravisvi / super-resolution-videos

soochan-lee / MR-GAN

goldhuang / SRGAN-PyTorch

braindotai / Real-Time-Super-Resolution

wkhademi / ImageEnhancement

kvpratama / gan

ShenghaiRong / caffe_srgan

amanchadha / FRVSR-GAN

Saurabh23 / mSRGAN-A-GAN-for-single-image-super-resolution-on-high-content-screening-microscopy-images.

twhui / SRGAN-PyTorch

nnUyi / SRGAN

trevor-m / tensorflow-SRGAN

kartikgill / TF2-Keras-GAN-Notebooks

rush2406 / Self-Supervised-Learning-for-Fine-grained-Image-Classification

AvivSham / SRGAN-Keras-Implementation

MingtaoGuo / SRGAN-with-WGAN-Loss-TensorFlow

boomb0om / PyTorch-SRGAN-tutorial

Ahmad-Zaki / Single_Image_Super_Resolution

kayr7 / PyTorch-SRGAN

ApurbaSengupta / Super-Resolution-Images

lizhuoq / SRGAN

zijundeng / SRGAN