super-resolution

There are 187 repositories under super-resolution topic.

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 29511
nagadomi / waifu2x
Image Super-Resolution for Anime-Style Art
waifu2x torch super-resolution
Language:Lua 26295
Real-ESRGAN
xinntao / Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
esrgan pytorch real-esrgan super-resolution image-restoration denoise jpeg-compression amine
Language:Python 21001
bloc97 / Anime4K
A High-Quality Real Time Upscaler for Anime Video
anime upscaling upsampling video-processing video anime4k computer-graphics cnn neural-networks convolutional-neural-networks super-resolution denoising-algorithms anime-upscaling
Language:Jupyter Notebook 16405
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, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.
waifu2x anime4k super-resolution video-enlarger image-enlarger ncnn vulkan noise-reduction upscaling waifu2x-ncnn-vulkan video-processing anime frame-interpolation video-interpolation video-frame-interpolation video-super-resolution esrgan video rtx-video-super-resolution rtx-vsr
Language:C++ 10038
sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
codebook codeformer face-enhancement face-restoration pytorch restoration super-resolution vqgan
Language:Python 8539
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 7007
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 6914
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 4911
Magpie
Blinue / Magpie
An all-purpose window upscaler for Windows 10/11.
magnifier hlsl capture fsr anime4k cppwinrt super-resolution windows fluent-design
Language:HLSL 4903
open-mmlab / mmagic
OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic 🪄: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.
super-resolution inpainting matting image-generation generative-adversarial-network pytorch deep-learning video-interpolation video-frame-interpolation video-super-resolution computer-vision image-editing image-processing image-synthesis diffusion text2image aigc generative-ai diffusion-models
Language:Python 4877
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 4208
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 3243
tamarott / SinGAN
Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"
singan gan official single-image harmonization animation single-image-animation single-image-generation image-edit arbitrery-sizes single-image-super-resolution super-resolution
Language:Python 3220
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 3010
Janspiry / Image-Super-Resolution-via-Iterative-Refinement
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
pytorch diffusion-probabilistic super-resolution ddpm image-generation
Language:Python 2865
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 2236
xinario / awesome-gan-for-medical-imaging
Awesome GAN for Medical Imaging
ct-denoising deeplearning detection gan generative-adversarial-network medical-image-synthesis medical-imaging reconstruction registration segmentation super-resolution
2112
carefree-creator
carefree0910 / carefree-creator
AI magics meet Infinite draw board.
pytorch stable-diffusion pypi python latent-diffusion image-to-image inpainting outpainting sketch-to-image super-resolution text-to-image
Language:Jupyter Notebook 2006
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 1496
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 1395
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 1239
Djdefrag / QualityScaler
QualityScaler - image/video AI upscaler app (BSRGAN)
python amd intel nvidia directx-12 windows compression-artifact-reduction deep-learning gui-application noise-reduction opencv python3 pytorch super-resolution pytorch-directml anime manga video
Language:Python 1184
X-Lucifer / AI-Lossless-Zoomer
AI无损放大工具
real-esrgan lossless jpeg-compression image-restoration esrgan esrgans anime vulkan super-resolution image-enlarger waifu2x-ncnn-vulkan waifu2x anime4k
Language:C# 1100
yinboc / liif
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
machine-learning super-resolution pytorch implicit-neural-representation
Language:Python 1086
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr deblurring denoising video restoration
Language:Python 992
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 973
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 925
Lucchetto / SuperImage
Sharpen your low-resolution pictures with the power of AI upscaling
android mnn real-esrgan super-resolution upscaling image-processing compose
Language:Kotlin 889
xinntao / Real-ESRGAN-ncnn-vulkan
NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.
real-esrgan ncnn nvidia intel vulkan gpu amd super-resolution image-restoration denoise anime jpeg-compresion esrgan
Language:C 880
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 852
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 828
Thmen / EGVSR
Efficient & Generic Video Super-Resolution
vsr super-resolution real-time
Language:Python 827
cszn / DPSR
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
super-resolution blurry-images srresnet plug-and-play pytorch-implmention
Language:Python 820
andreas128 / SRFlow
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
normalizing-flow paper image-manipulation super-resolution
Language:Jupyter Notebook 779
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 777