super-resolution

There are 245 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 36072
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 28964
nagadomi / waifu2x
Image Super-Resolution for Anime-Style Art
waifu2x torch super-resolution
Language:Lua 27648
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 18621
sczhou / CodeFormer
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
codebook codeformer face-enhancement face-restoration pytorch super-resolution vqgan restoration
Language:Python 16129
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++ 13376
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 9919
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 7940
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 7011
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 7005
Final2x
Tohrusky / Final2x
2^x Image Super-Resolution
artificial-intelligence ccrestoration computer-vision cross-platform electron i18n image-processing low-level-vision ncnn pytorch super-resolution typescript vue3
Language:TypeScript 5969
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 5148
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 4682
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 4546
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 4484
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 3659
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 3351
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 3315
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 3013
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
2300
IceClear / StableSR
[IJCV2024] Exploiting Diffusion Prior for Real-World Image Super-Resolution
stable-diffusion stablesr super-resolution
Language:Python 2268
Djdefrag / QualityScaler
QualityScaler - image/video AI upscaler app
amd anime compression-artifact-reduction deep-learning directx-12 gui-application intel manga noise-reduction nvidia onnx onnxruntime opencv python python3 pytorch super-resolution video video-processing windows
Language:Python 2162
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 2134
nagadomi / nunif
Misc; latest version of waifu2x; 2D video to stereo 3D video conversion
super-resolution vr waifu2x
Language:Python 1680
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 1634
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 1523
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# 1519
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 1507
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 1478
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 1429
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 1398
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
1388
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 1290
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 1225
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 1181
tumuyan / RealSR-NCNN-Android
An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, Anime4kcpp, nearest, bilinear, bicubic, AVIR...
android anime4k image-processing interpolation lanczos ncnn real-cugan real-esrgan realsr srmd super-resolution waifu2x
Language:C++ 1177