super-resolution

There are 241 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 35548
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 27741
nagadomi / waifu2x
Image Super-Resolution for Anime-Style Art
waifu2x torch super-resolution
Language:Lua 27449
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 18253
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 15017
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.
anime anime4k esrgan frame-interpolation image-enlarger ncnn noise-reduction rtx-video-super-resolution rtx-vsr super-resolution upscaling video video-enlarger video-frame-interpolation video-interpolation video-processing video-super-resolution vulkan waifu2x waifu2x-ncnn-vulkan
Language:C++ 12855
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 9867
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 9009
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.
animeganv2 basicvsrplusplus cyclegan edvr first-order-motion-model gan gpen image-editing image-generation motion-transfer photo2cartoon pix2pix psgan realsr resolution stylegan2 super-resolution wav2lip
Language:Python 7845
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.
aigc computer-vision deep-learning diffusion diffusion-models generative-adversarial-network generative-ai image-editing image-generation image-processing image-synthesis inpainting matting pytorch super-resolution text2image video-frame-interpolation video-interpolation video-super-resolution
Language:Jupyter Notebook 6863
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 6672
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 5586
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 4868
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 4605
JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
compression-artifact-reduction deblocking decompression denoising image-deblocking image-denoising image-restoration image-sr image-super-resolution lightweight-image-super-resolution low-level-vision real-world-image-super-resolution restoration super-resolution transformer vision-transformer
Language:Python 4345
Fanghua-Yu / SUPIR
SUPIR aims at developing Practical Algorithms for Photo-Realistic Image Restoration In the Wild. Our new online demo is also released at suppixel.ai.
deep-learning diffusion-models llava pytorch pytorch-lightning restoration sdxl stable-diffusion super-resolution
Language:Python 4209
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 3539
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 3299
tensorlayer / SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network
cnn gan srgan super-resolution tensorflow tensorlayer vgg vgg16 vgg19
Language:Python 3283
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 2895
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
2272
carefree-creator
carefree0910 / carefree-creator
AI magics meet Infinite draw board.
image-to-image inpainting latent-diffusion outpainting pypi python pytorch sketch-to-image stable-diffusion super-resolution text-to-image
Language:Jupyter Notebook 2130
IceClear / StableSR
[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution
stable-diffusion stablesr super-resolution
Language:Python 2108
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 anime manga video video-processing onnx onnxruntime
Language:Python 1987
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 1614
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 1495
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# 1474
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 1453
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 1426
nagadomi / nunif
Misc; latest version of waifu2x; 2D video to stereo 3D video conversion
super-resolution vr waifu2x
Language:Python 1390
Lucchetto / SuperImage
Sharpen your low-resolution pictures with the power of AI upscaling
android compose image-processing mnn real-esrgan super-resolution upscaling
Language:Kotlin 1377
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
deblurring denoising low-level-vision restoration sr super-resolution transformer video video-deblurring video-denoising video-restoration video-sr video-super-resolution vision-transformer
Language:Python 1347
CoreML-Models
john-rocky / CoreML-Models
Converted CoreML Model Zoo.
coreml coremltools coreml-framework ios swift machine-learning gan gans deep-learning object-detection semantic-segmentation super-resolution image-classification style-gan
1297
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 1255
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 1189
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 1139