16 results found Sort:

XPixelGroup
BasicSR XPixelGroup
1.2k
7.0k
apache-2.0
90
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...
edsr edvr rcan ecbsr srgan dfdnet esrgan swinir basicsr pytorch basicvsr srresnet stylegan2 restoration super-resolution
Created 2018-04-19
517 commits to master branch, last one 7 months ago
tensorlayer
SRGAN tensorlayer
814
3.3k
unknown
96
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
cnn gan vgg srgan vgg16 vgg19 tensorflow tensorlayer super-resolution
Created 2017-04-20
133 commits to master branch, last one 10 months ago
LoSealL
VideoSuperResolution LoSealL
298
1.6k
mit
54
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
rdn vsr carn dbpn edsr rcan srmd vdsr dncnn frvsr srcnn srgan vespcn pytorch ntire2019 tensorflow super-resolution
Created 2018-06-04
456 commits to master branch, last one 4 years ago
krasserm
super-resolution krasserm
353
1.5k
apache-2.0
26
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
edsr wdsr keras srgan tensorflow tensorflow2 super-resolution single-image-super-resolution
Created 2018-10-17
65 commits to master branch, last one 2 years ago
leftthomas
SRGAN leftthomas
346
1.2k
mit
18
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
srgan pytorch super-resolution
Created 2017-11-05
317 commits to master branch, last one 5 months ago
brade31919
SRGAN-tensorflow brade31919
281
849
mit
42
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
cnn srgan vgg19 tf-slim tensorflow deep-learning super-resolution pretrained-models generative-adversarial-network
Created 2017-07-16
24 commits to master branch, last one 5 years ago
kozistr
Awesome-GANs kozistr
163
761
mit
28
Awesome Generative Adversarial Networks with tensorflow
gan cgan wgan acgan arxiv began cogan dcgan ebgan f-gan lsgan sagan srgan dragan lapgan stargan wgan-gp tensorflow machine-learning generative-adversarial-network
Created 2017-05-28
1,655 commits to master branch, last one 2 years ago
HasnainRaz
Fast-SRGAN HasnainRaz
118
674
mit
18
A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps
cnn tf2 gans sisr srgan tf-keras upsample fastsrgan tensorflow tensorboard neural-network residual-blocks resolution-image super-resolution artificial-intelligence realtime-super-resolution single-image-super-resolution generative-adversarial-network
Created 2019-10-20
39 commits to master branch, last one 18 days ago
sgrvinod
a-PyTorch-Tutorial-to-Super-Resolution sgrvinod
117
642
mit
18
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
gan gans srgan pytorch pytorch-tutorial super-resolution generative-adversarial-network
Created 2020-02-10
11 commits to master branch, last one about a year ago
amanchadha
iSeeBetter amanchadha
68
362
mit
10
iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computation...
cnn gan rnn gans psnr ssim srgan resnet pytorch resnets super-resolution video-processing residual-networks unsupervised-learning video-super-resolution self-supervised-learning recurrent-neural-networks convolutional-neural-network convolutional-neural-networks generative-adversarial-network
Created 2019-12-02
123 commits to master branch, last one 3 months ago
braindotai
Real-Time-Super-Resolution braindotai
5
93
mit
6
🔥 Real-time Super Resolution enhancement (4x) with content loss and relativistic adversarial optimization 🔥
div2k ragan srgan esrgan vggnet generator style-loss tensorflow content-loss efficientnet discriminator perceptual-loss relativistic-gan super-resolution image-enhancement relativistic-discriminator
Created 2021-07-25
6 commits to master branch, last one 3 years ago
soochan-lee
MR-GAN soochan-lee
8
93
other
6
Official PyTorch implementation of Harmonizing Maximum Likelihood with GANs for Multimodal Conditional Generation (ICLR 2019)
gan glcic srgan mr-gan pix2pix pytorch iclr2019 conditional-gan
Created 2019-01-02
4 commits to master branch, last one 5 years ago
amanchadha
FRVSR-GAN amanchadha
13
61
gpl-3.0
4
A Novel Approach to Video Super-Resolution using Frame Recurrence and Generative Adversarial Networks | Python3 | PyTorch | OpenCV2 | GANs | CNNs
cnn gan cnns gans psnr sisr ssim srgan opencv python python3 pytorch frvsr-gan adjacent-frames frame-recurrence super-resolution video-super-resolution recurrent-neural-network convolutional-neural-networks generative-adversarial-network
Created 2019-11-03
55 commits to master branch, last one 5 years ago
twhui
SRGAN-PyTorch twhui
8
57
unknown
3
An Unofficial PyTorch Implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
cnn srgan pytorch srresnet super-resolution
Created 2018-05-01
68 commits to master branch, last one 3 years ago
kartikgill
TF2-Keras-GAN-Notebooks kartikgill
13
39
mit
5
Generative Adversarial Networks with TensorFlow2, Keras and Python (Jupyter Notebooks Implementations)
gan gans wgan dcgan keras lsgan srgan python infogan pix2pix wgan-gp cyclegan discogan tensorflow2 deep-learning context-encoder adversarial-machine-learning generative-adversarial-network
Created 2021-01-05
37 commits to main branch, last one 3 years ago
rush2406
Self-Supervised-Learning-for-Fine-grained-Image-Classification rush2406
4
36
unknown
4
Applied Self Supervised Learning techniques such as Jigsaw as pretext task, SRGAN and SimCLR for fine-grained classification
fgvc srgan jigsaw simclr pytorch fine-grained classification self-supervised-learning fine-grained-classification
Created 2021-05-03
74 commits to master branch, last one about a year ago