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406 search results found

Gfpgan ⭐ 33,600

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

Real Esrgan ⭐ 24,613

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

Codeformer ⭐ 11,828

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

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.

Image Super Resolution ⭐ 4,392

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

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

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

Carefree Creator ⭐ 2,093

AI magics meet Infinite draw board.

Qualityscaler ⭐ 1,519

QualityScaler - image/video AI upscaler app

Stablesr ⭐ 1,445

Exploiting Diffusion Prior for Real-World Image Super-Resolution

Audio Super Res ⭐ 994

Audio super resolution using neural networks

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)

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)

Fast Srgan ⭐ 559

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

Wdsr_ntire2018 ⭐ 520

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

All image quality metrics you need in one package.

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

Srcnn Tensorflow ⭐ 435

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

A Python implementation of RAISR

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)

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)

A Pytorch Tutorial To Super Resolution ⭐ 380

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

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

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.

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.

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

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).

[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.

NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021

Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)

Face Hallucination Benchmark ⭐ 199

A collection of state-of-the-art face super-resolution/hallucination methods

Realscaler ⭐ 199

RealScaler - image/video AI upscaler app (Real-ESRGAN)

Trainner ⭐ 198

traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

Eesrgan ⭐ 191

Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Moephoto ⭐ 189

MoePhoto Image Toolbox萌图工具箱

Msrn Pytorch ⭐ 188

This repository is a PyTorch version of the paper "Multi-scale Residual Network for Image Super-Resolution" (ECCV 2018).

Minimagen ⭐ 186

MinImagen: A minimal implementation of the Imagen text-to-image model

Keras Image Super Resolution ⭐ 185

EDSR, RCAN, SRGAN, SRFEAT, ESRGAN

Mpv Upscale 2x_animejanai ⭐ 182

Real-time anime upscaling to 4k in mpv with Real-ESRGAN compact models

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

Face And Image Super Resolution ⭐ 174

[ICCV 2023] Spatially-Adaptive Feature Modulation for Efficient Image Super-Resolution; runner-up method for the model complexity track in NTIRE2023 Efficient SR challenge

Deepinv ⭐ 165

PyTorch library for solving imaging inverse problems using deep learning

Pytorch Zssr ⭐ 165

PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning

Dcls Sr ⭐ 162

Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

PyTorch codes for "Real-World Blind Super-Resolution via Feature Matching with Implicit High-Resolution Priors", ACM MM2022 (Oral)

Official codes of CCSR: Improving the Stability of Diffusion Models for Content Consistent Super-Resolution

Onnx Web ⭐ 156

web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD

Waveletsrnet ⭐ 156

A pytorch implementation of Paper "Wavelet-srnet: A wavelet-based cnn for multi-scale face super resolution"

Styleavatar ⭐ 152

Code of SIGGRAPH 2023 Conference paper: StyleAvatar: Real-time Photo-realistic Portrait Avatar from a Single Video

Fast Style Transfer ⭐ 148

A TensorFlow implementation of real-time style transfer based on the paper 'Perceptual Losses for Real-Time Style Transfer and Super-Resolution' by Johnson et. al

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

Torchsr ⭐ 145

Super Resolution datasets and models in Pytorch

Friedricelab ⭐ 143

Official repository of the Fried Rice Lab, including code resources of the following our works: ESWT [arXiv], etc. This repository also implements many useful features and out-of-the-box image restoration models.

Video Super Resolution ⭐ 138

Video super resolution implemented in Pytorch

Waifu2x Extension ⭐ 135

Image, GIF and Video enlarger/upscaler achieved with waifu2x and Anime4K. [NO LONGER UPDATED]

(ECCV 2020) Stochastic Frequency Masking to Improve Super-Resolution and Denoising Networks

CVPR2019 (oral) Modulating Image Restoration with Continual Levels via Adaptive Feature Modification Layers (AdaFM). PyTorch implementation

Meta-Transfer Learning for Zero-Shot Super-Resolution (CVPR, 2020)

Edge-oriented Convolution Block for Real-time Super Resolution on Mobile Devices, ACM Multimedia 2021

Tecogan Pytorch ⭐ 126

A PyTorch Reimplementation of TecoGAN: Temporally Coherent GAN for Video Super-Resolution

Open Intelligence ⭐ 125

Creepy stalking tool to process security camera motion triggered images and sort seen objects in different categories, detect license plates and faces. Has PWA ready web front end. Meant to make property monitoring faster without need to watch video recordings.

Rdn Tensorflow ⭐ 123

A TensorFlow implementation of CVPR 2018 paper "Residual Dense Network for Image Super-Resolution".

Enhancenet Code ⭐ 123

EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis (official repository)

Camerasr ⭐ 122

Camera Lens Super-Resolution in CVPR 2019

Nerf Sr ⭐ 121

[ACM MM 2022] NeRF-SR: High-Quality Neural Radiance Fields using Supersampling

Aws Ai Solution Kit ⭐ 119

Machine Learning APIs for common use cases, include: General OCR (Simplified/Traditional Chinese), Custom OCR, Image Similarity, Object Recognition, Face Detection, Face Comparison, Human Image Segmentation, Human Attribute Recognition, Pornography Detection, Image Super Resolution, Text Similarity, Car License Plate, etc.

PyTorch code for our ECCV 2020 paper "Single Image Super-Resolution via a Holistic Attention Network"

Docdiff ⭐ 116

ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

Styletransfer ⭐ 114

Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in PyTorch

Deeply Recursive Cnn Tf ⭐ 114

Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution

This is an official implementation of Unfolding the Alternating Optimization for Blind Super Resolution

Efficient & Generic Video Super-Resolution

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