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627 search results found

Gfpgan ⭐ 33,600

GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

Waifu2x ⭐ 26,145

Image Super-Resolution for Anime-Style Art

Real Esrgan ⭐ 24,613

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Anime4k ⭐ 17,264

A High-Quality Real Time Upscaler for Anime Video

Codeformer ⭐ 11,828

[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer

Waifu2x Extension Gui ⭐ 11,447

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.

Video2x ⭐ 8,167

A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

Paddlegan ⭐ 7,443

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.

Mmagic ⭐ 6,640

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.

Magpie ⭐ 6,506

An all-purpose window upscaler for Windows 10/11.

Basicsr ⭐ 6,104

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.

Final2x ⭐ 4,754

2^x Image Super-Resolution ☢️

Image Super Resolution ⭐ 4,392

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

Swinir ⭐ 4,024

SwinIR: Image Restoration Using Swin Transformer (official repository)

Srgan ⭐ 3,197

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Singan ⭐ 3,129

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

Image Super Resolution Via Iterative Refinement ⭐ 3,115

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

Inpaint Web ⭐ 2,641

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 Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR

Awesome Super Resolution ⭐ 2,138

Collect super-resolution related papers, data, repositories

Carefree Creator ⭐ 2,093

AI magics meet Infinite draw board.

Awesome Gan For Medical Imaging ⭐ 1,919

Awesome GAN for Medical Imaging

Single Image Super Resolution ⭐ 1,763

A collection of high-impact and state-of-the-art SR methods

Qualityscaler ⭐ 1,519

QualityScaler - image/video AI upscaler app

Stablesr ⭐ 1,445

Exploiting Diffusion Prior for Real-World Image Super-Resolution

Super Resolution ⭐ 1,441

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

Superimage ⭐ 1,187

Sharpen your low-resolution pictures with the power of AI upscaling

Bsrgan ⭐ 1,110

Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!

Real Esrgan Ncnn Vulkan ⭐ 1,102

NCNN implementation of Real-ESRGAN. Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

Srgan ⭐ 1,085

A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Coreml Models ⭐ 1,012

Converted CoreML Model Zoo.

Audio Super Res ⭐ 994

Audio super resolution using neural networks

Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)

Videosuperresolution ⭐ 916

A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.

VRT: A Video Restoration Transformer (official repository)

Misc; latest version of waifu2x; 2d video to sbs 3d video; etc

Sd Webui Stablesr ⭐ 814

StableSR for Stable Diffusion WebUI - Ultra High-quality Image Upscaler

Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch

Super Resolution.benckmark ⭐ 735

Benchmark and resources for single super-resolution algorithms

Voicefixer ⭐ 735

General Speech Restoration

Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)

Image Super Resolution ⭐ 702

Implementation of Super Resolution CNN in Keras.

Srgan Tensorflow ⭐ 694

Tensorflow implementation of the SRGAN algorithm for single image super-resolution

Dcscn Super Resolution ⭐ 687

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.

Zooming Slow Mo Cvpr 2020 ⭐ 687

Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)

Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)

Ntire2017 ⭐ 644

Torch implementation of "Enhanced Deep Residual Networks for Single Image Super-Resolution"

Realsr Ncnn Android ⭐ 593

An Android application for super-resolution & interpolation. Contains RealSR-NCNN, SRMD-NCNN, RealCUGAN-NCNN, Real-ESRGAN-NCNN, Waifu2x-NCNN, nearest, bilinear, bicubic, AVIR.

Awesome Cvpr2023 Low Level Vision ⭐ 587

A Collection of Papers and Codes in CVPR2023/2022 about low level vision

Fast Srgan ⭐ 559

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps

Awesome Cvpr2021 Cvpr2020 Low Level Vision ⭐ 526

A Collection of Papers and Codes for CVPR2021/CVPR2020 Low Level Vision

Wdsr_ntire2018 ⭐ 520

Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018

All image quality metrics you need in one package.

Torch code for our CVPR 2018 paper "Residual Dense Network for Image Super-Resolution" (Spotlight)

[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.

Enhancr ⭐ 436

Video Frame Interpolation & Super Resolution using NVIDIA's TensorRT & Tencent's NCNN inference, beautifully crafted and packaged into a single app

A Python implementation of RAISR

Srcnn Tensorflow ⭐ 435

Image Super-Resolution Using Deep Convolutional Networks in Tensorflow https://arxiv.org/abs/1501.00092v3

Closed-loop Matters: Dual Regression Networks for Single Image Super-Resolution

Realesrgan Gui ⭐ 414

实用、美观的 Real-ESRGAN 图形界面，同时支持 Windows、Ubuntu 和 macOS 平台。(Cross-platform GUI for image upscaler Real-ESRGAN with additional features.)

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

Tdan Vsr Cvpr 2020 ⭐ 401

TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020

Waifu2x Mac ⭐ 390

Waifu2x-ios port to macOS, still in Core ML and Metal

Dbpn Pytorch ⭐ 388

The project is an official implement of our CVPR2018 paper "Deep Back-Projection Networks for Super-Resolution" (Winner of NTIRE2018 and PIRM2018)

Depth Image Quality Enhancement ⭐ 381

A Pytorch Tutorial To Super Resolution ⭐ 380

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

[CVPR 2021] Unsupervised Degradation Representation Learning for Blind Super-Resolution

Pytorch Srgan ⭐ 358

A modern PyTorch implementation of SRGAN

Pixel Recursive Super Resolution ⭐ 357

Tensorflow implementation of pixel-recursive-super-resolution(Google Brain paper: https://arxiv.org/abs/1702.00783)

Srcnnkit ⭐ 356

CoreML and Keras implementation of Super-Resolution Convolutional Neural Network (SRCNN)

Psfrgan ⭐ 348

PyTorch codes for "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", CVPR2021

Learning a Single Convolutional Super-Resolution Network for Multiple Degradations (CVPR, 2018) (Matlab)

Video Super Resolution ⭐ 336

Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)

Lightweight Image Super-Resolution with Information Multi-distillation Network (ACM MM 2019, Winner Award of ICCVW AIM 2019 Constrained SR Track1&Track2)

Carn Pytorch ⭐ 310

Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network (ECCV 2018)

Swin2sr ⭐ 303

Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 1.8 M runs https://replicate.com/mv-lab/swin2sr

Image Restoration Sde ⭐ 299

Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

Passrnet ⭐ 299

[CVPR 2019] Learning Parallax Attention for Stereo Image Super-Resolution

Edsr Tensorflow ⭐ 298

Tensorflow implementation of Enhanced Deep Residual Networks for Single Image Super-Resolution

Time Travel Rephotography.github.io ⭐ 293

We simulate traveling back in time with a modern camera to rephotograph famous historical subjects.

[ICCV 2021] Learning A Single Network for Scale-Arbitrary Super-Resolution

GPU-accelerated Levenberg-Marquardt curve fitting in CUDA

Highres Net ⭐ 273

Pytorch implementation of HighRes-net, a neural network for multi-frame super-resolution, trained and tested on the European Space Agency’s Kelvin competition. This is a ServiceNow Research project that was started at Element AI.

This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

Caffe Vdsr ⭐ 264

A Caffe-based implementation of very deep convolution network for image super-resolution

Pytorch Vdsr ⭐ 261

VDSR (CVPR2016) pytorch implementation

Super_resolution_with_cnns_and_gans ⭐ 261

Image Super-Resolution Using SRCNN, DRRN, SRGAN, CGAN in Pytorch

A PyTorch implementation of ESPCN based on CVPR 2016 paper "Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network"

Real Esrgan ⭐ 259

PyTorch implementation of Real-ESRGAN model

Real-World Super-Resolution via Kernel Estimation and Noise Injection

TOFlow: Video Enhancement with Task-Oriented Flow

Ranksrgan ⭐ 244

ICCV 2019 (oral) RankSRGAN: Generative Adversarial Networks with Ranker for Image Super-Resolution. PyTorch implementation

Inswapper ⭐ 243

One-click Face Swapper and Restoration powered by insightface 🔥

Cross Scale Non Local Attention ⭐ 238

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

[CVPR 2021] Exploring Sparsity in Image Super-Resolution for Efficient Inference

[ICCP'22] Rethinking Learning-based Demosaicing, Denoising, and Super-Resolution Pipeline

Deep Iterative Collaboration ⭐ 230

Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)

(ECCV2020 Workshops) Efficient Image Super-Resolution Using Pixel Attention.

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