super-resolution

There are 133 repositories under super-resolution topic.

nagadomi / waifu2x
Image Super-Resolution for Anime-Style Art
super-resolution torch waifu2x
Language:Lua 23942
GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
deep-learning face-restoration gan gfpgan image-restoration pytorch super-resolution
Language:Python 19310
bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
anime anime-upscaling anime4k cnn computer-graphics convolutional-neural-networks denoising-algorithms neural-networks super-resolution upsampling upscaling video video-processing
Language:Jupyter Notebook 14796
Real-ESRGAN
xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
amine denoise esrgan image-restoration jpeg-compression pytorch real-esrgan super-resolution
Language:Python 11288
Waifu2x-Extension-GUI
AaronFeng753 / Waifu2x-Extension-GUI
Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, SRMD, RealSR, Anime4K, RIFE, CAIN, DAIN, and ACNet.
anime anime4k dain esrgan frame-interpolation image-enlarger ncnn noise-reduction realsr super-resolution upscaling video video-enlarger video-frame-interpolation video-interpolation video-processing video-super-resolution vulkan waifu2x waifu2x-ncnn-vulkan
Language:C++ 6758
PaddlePaddle / PaddleGAN
PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.
gan cyclegan pix2pix super-resolution image-generation image-editing motion-transfer photo2cartoon psgan resolution wav2lip gpen first-order-motion-model realsr edvr basicvsrplusplus stylegan2 animeganv2
Language:Python 5736
k4yt3x / video2x
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley 2, 2018.
machine-learning waifu2x python video-enlarger upscaling video anime4k qt5 super-resolution srmd ncnn vulkan realsr rife neural-network
Language:Python 4422
idealo / image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
aws computer-vision convolutional-neural-networks deep-learning docker e-commerce idealo image-processing image-super-resolution keras machine-learning neural-network nvidia-docker super-resolution tensorflow
Language:Python 3594
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 esrgan edsr rcan edvr srresnet srgan super-resolution restoration pytorch stylegan2 dfdnet basicvsr swinir ecbsr
Language:Python 3313
open-mmlab / mmediting
MMEditing is a low-level vision toolbox based on PyTorch, supporting super-resolution, inpainting, matting, video interpolation, etc.
super-resolution inpainting matting image-generation generative-adversarial-network pytorch deep-learning video-interpolation video-frame-interpolation video-super-resolution computer-vision
Language:Python 3213
tamarott / SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
animation arbitrery-sizes gan harmonization image-edit official singan single-image single-image-animation single-image-generation single-image-super-resolution super-resolution
Language:Python 3076
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 2737
xinario / awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
generative-adversarial-network medical-imaging deeplearning ct-denoising segmentation medical-image-synthesis detection reconstruction gan registration super-resolution
1915
Janspiry / Image-Super-Resolution-via-Iterative-Refinement
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
ddpm diffusion-probabilistic image-generation pytorch super-resolution
Language:Python 1846
cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
image-restoration denoising super-resolution sisr pytorch toolbox dncnn usrnet ffdnet srmd esrgan dpsr flops deep-learning swinir bsrgan
Language:Python 1613
JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer image-sr restoration super-resolution denoising deblocking decompression
Language:Python 1604
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 1358
krasserm / super-resolution
Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution
wdsr edsr keras super-resolution single-image-super-resolution srgan tensorflow tensorflow2
Language:Python 1234
cszn / DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
image-denoising residual-learning super-resolution jpeg-deblocking matconvnet pytorch keras-tensorflow
Language:MATLAB 1084
openvinotoolkit / training_extensions
Trainable models and NN optimization tools
computer-vision deep-learning detection face-recognition neural-networks-compression openvino pytorch quantization segmentation sparsity ssd super-resolution tensorflow text-detection text-recognition
Language:Python 997
yinboc / liif
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
implicit-neural-representation machine-learning pytorch super-resolution
Language:Python 887
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 835
cszn / DPSR
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
blurry-images plug-and-play pytorch-implmention srresnet super-resolution
Language:Python 808
brade31919 / SRGAN-tensorflow
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
deep-learning tensorflow super-resolution generative-adversarial-network srgan vgg19 pretrained-models cnn tf-slim
Language:Python 807
Mukosame / Zooming-Slow-Mo-CVPR-2020
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
pytorch video super-resolution video-frame-interpolation video-super-resolution spatio-temporal cvpr2020 cvpr
Language:Python 761
huangzehao / Super-Resolution.Benckmark
Benchmark and resources for single super-resolution algorithms
super-resolution
757
Thmen / EGVSR
Efficient & Generic Video Super-Resolution
real-time super-resolution vsr
Language:Python 722
andreas128 / SRFlow
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
image-manipulation normalizing-flow paper super-resolution
Language:Jupyter Notebook 717
cszn / USRNet
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
super-resolution deblurring end-to-end-learning degradation-model gaussian-kernel motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability sisr
Language:Python 685
jiny2001 / dcscn-super-resolution
A tensorflow implementation of "Fast and Accurate Image Super Resolution by Deep CNN with Skip Connection and Network in Network", a deep learning based Single-Image Super-Resolution (SISR) model.
computer-vision deep-learning python super-resolution tensorflow
Language:Python 662
X-Lucifer / AI-Lossless-Zoomer
AI无损放大工具
anime anime4k esrgan esrgans image-enlarger image-restoration jpeg-compression lossless real-esrgan super-resolution vulkan waifu2x waifu2x-ncnn-vulkan
Language:C# 631
cszn / BSRGAN
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
blind-image-super-resolution super-resolution real-image-super-resolution realsr
Language:Python 622
limbee / NTIRE2017
Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"
super-resolution torch edsr mdsr cvprw ntire restoration
Language:Lua 612
JiahuiYu / wdsr_ntire2018
Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018
deep-neural-networks efficient-algorithm pytorch super-resolution wdsr
Language:Python 600
jixiaozhong / RealSR
Real-World Super-Resolution via Kernel Estimation and Noise Injection
kernel-estimation noise-injection super-resolution
Language:Python 547
tegg89 / SRCNN-Tensorflow
Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3
computer-vision python super-resolution tensorflow
Language:Python 541

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pytorch deep-learning computer-vision gan generative-adversarial-network