super-resolution

There are 230 repositories under super-resolution topic.

GFPGAN
TencentARC / GFPGAN
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
pytorch gan deep-learning super-resolution face-restoration image-restoration gfpgan
Language:Python 34724
nagadomi / waifu2x
Image Super-Resolution for Anime-Style Art
super-resolution torch waifu2x
Language:Lua 27205
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 26333
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 17840
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 13592
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++ 12156
k4yt3x / video2x
A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.
anime4k machine-learning ncnn neural-network python qt5 realsr rife srmd super-resolution upscaling video video-enlarger vulkan waifu2x
Language:Python 8695
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 7703
Magpie
Blinue / Magpie
An all-purpose window upscaler for Windows 10/11.
anime4k capture cppwinrt fluent-design fsr hlsl magnifier magpie super-resolution windows xaml-islands
Language:HLSL 7414
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:Jupyter Notebook 6613
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 6235
Final2x
Tohrusky / Final2x
2^x Image Super-Resolution
anime artificial-intelligence computer-vision cross-platform deep-learning electron i18n image-processing machine-learning ncnn super-resolution typescript upscale vue3 waifu2x
Language:TypeScript 5255
idealo / image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
image-super-resolution neural-network tensorflow keras aws convolutional-neural-networks deep-learning computer-vision machine-learning e-commerce idealo docker nvidia-docker image-processing super-resolution
Language:Python 4514
lxfater / inpaint-web
A free and open-source inpainting & image-upscaling tool powered by webgpu and wasm on the browser。| 基于 Webgpu 技术和 wasm 技术的免费开源 inpainting & image-upscaling 工具, 纯浏览器端实现。
image-upscaling inpainting super-resolution webgpu
Language:TypeScript 4509
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 4105
Fanghua-Yu / SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild
deep-learning diffusion-models llava sdxl stable-diffusion super-resolution restoration pytorch pytorch-lightning
Language:Python 3525
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 3388
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 3285
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 3211
cszn / KAIR
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
bsrgan deep-learning denoising dncnn dpsr esrgan ffdnet flops image-restoration pytorch sisr srmd super-resolution swinir toolbox usrnet
Language:Python 2740
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
2239
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 2122
IceClear / StableSR
Exploiting Diffusion Prior for Real-World Image Super-Resolution
stable-diffusion stablesr super-resolution
Language:Python 1871
Djdefrag / QualityScaler
QualityScaler - image/video AI upscaler app
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 video-processing
Language:Python 1760
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 1577
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 1471
cszn / DnCNN
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
image-denoising jpeg-deblocking keras-tensorflow matconvnet pytorch residual-learning super-resolution
Language:MATLAB 1392
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 1358
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 1329
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# 1268
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 1259
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 1224
CoreML-Models
john-rocky / CoreML-Models
Converted CoreML Model Zoo.
coreml coreml-framework coremltools deep-learning gan gans image-classification ios machine-learning object-detection semantic-segmentation style-gan super-resolution swift
1151
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 real-image-super-resolution realsr super-resolution
Language:Python 1141
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 1102
nagadomi / nunif
Misc; latest version of waifu2x; 2D video to SBS 3D video
super-resolution vr waifu2x
Language:Python 1100