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Search results for pytorch super resolution

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169 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

Mmagic ⭐ 6,566

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.

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.

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

Srgan ⭐ 1,085

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

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.

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

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

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)

Wdsr_ntire2018 ⭐ 520

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

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

Tdan Vsr Cvpr 2020 ⭐ 394

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

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

Psfrgan ⭐ 348

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

Pytorch Srgan ⭐ 348

A modern PyTorch implementation of SRGAN

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

Image Restoration Sde ⭐ 299

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

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

Ranksrgan ⭐ 244

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

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

Iseebetter ⭐ 223

iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

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

Realscaler ⭐ 199

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

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

Pytorch Lapsrn ⭐ 178

Pytorch implementation for LapSRN (CVPR2017)

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

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.

Waveletsrnet ⭐ 156

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

Onnx Web ⭐ 156

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

Awesome Super Resolution ⭐ 149

A curated list of awesome super-resolution resources.

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

Fast Neural Style ⭐ 137

Pytorch Implementation of Perceptual Losses for Real-Time Style Transfer and Super-Resolution

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

[ICCV 2021 (Oral Presentation)] Dual-Camera Super-Resolution with Aligned Attention Modules (RefSR)

Tecogan Pytorch ⭐ 126

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

Nerf Sr ⭐ 121

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

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

Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.

Esrgan Pytorch ⭐ 111

A simple implementation of esrgan, which uses the pytorch framework.

Super Image ⭐ 110

State-of-the-art image super resolution models for PyTorch.

Cfsrcnn ⭐ 109

Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)

Srdensenet Pytorch ⭐ 109

SRDenseNet-pytorch（ICCV_2017）

Nuwave2 ⭐ 108

NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022

Waifu2x ⭐ 106

PyTorch on Super Resolution

Latest Development Of Isr Vsr ⭐ 102

Latest development of ISR/VSR. Papers and related resources, mainly state-of-the-art and novel works in ICCV, ECCV and CVPR about image super-resolution and video super-resolution.

Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.

Srntt Pytorch ⭐ 91

A PyTorch implementation of SRNTT, which is a novel RefSR method.

Esrganplus ⭐ 88

ICASSP 2020 - ESRGAN+ : Further Improving Enhanced Super-Resolution Generative Adversarial Network - ICPR 2020 - Tarsier: Evolving Noise Injection in Super-Resolution GANs

The official pytorch implemention of the CVPR paper "Temporal Modulation Network for Controllable Space-Time Video Super-Resolution".

Open source Python library for building bioimage analysis pipelines

Asymmetric CNN for image super-resolution (IEEE Transactions on Systmes, Man, and Cybernetics: Systems 2021)

Awesome Computer Vision Resources ⭐ 70

a collection of computer vision projects&tools. 计算机视觉方向项目和工具集合。

Pytorch code for "EBSR: Feature Enhanced Burst Super-Resolution with Deformable Alignment", CVPRW 2021, 1st NTIRE (real data track).

2018_subeesh_epsr_eccvw ⭐ 66

Project page of the paper 'Analyzing Perception-Distortion Tradeoff using Enhanced Perceptual Super-resolution Network' (ECCVW 2018)

Pytorch Srdensenet ⭐ 65

Pytorch implementation for SRDenseNet (ICCV2017)

Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution

Bicubic_pytorch ⭐ 56

A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.

Pytoflow ⭐ 54

The py version of toflow → https://github.com/anchen1011/toflow

Deep Video Super Resolution ⭐ 52

The state-of-the-art VSR

Lf Dfnet ⭐ 50

[TIP 2021] Light Field Image Super-Resolution Using Deformable Convolution

Official repository of "Deep Coupled Feedback Network for Joint Exposure Fusion and Image Super-Resolution"

Official repository containing code and other material from the paper "Efficient Video Super-Resolution through Recurrent Latent Space Propagation" (https://arxiv.org/abs/1909.08080).

Super Resolution ⭐ 49

information collection for super-resolution

SRZoo: An integrated repository for super-resolution using deep learning

Srgan Pytorch ⭐ 44

An Unofficial PyTorch Implementation for Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network

Pytorch implementation of our paper accepted by ECCV 2022 -- ARM: Any-Time Super-Resolution Method (https://arxiv.org/abs/2203.10812)

Crack Segmentation for Low-Resolution Images using Joint Learning with Super-Resolution (CSSR) was accepted to international conference on MVA2021 (oral), and selected for the Best Practical Paper Award.

Pansharpening by convolutional neural networks in the full resolution framework

Conffusion ⭐ 37

Official Implementation for the "Conffusion: Confidence Intervals for Diffusion Models" paper.

Esrgan Pytorch ⭐ 36

super resolution pytorch using ESRGAN

Pytorch code for "BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment", CVPRW, 1st place in NTIRE 2022 BurstSR Challenge (real-world track).

Real Esrgan Colab ⭐ 35

A Real-ESRGAN model trained on a custom dataset

Pytorch implementation of "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"

Multi-scale Attention Network for Single Image Super-Resolution

Srcnn Pytorch ⭐ 33

Pytorch framework can easily implement srcnn algorithm with excellent performance

Sr_framework ⭐ 33

A generic framework which implements some famouts super-resolution models

The implementation of ICASSP 2020 paper "Pixel-level self-paced learning for super-resolution"

NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.

Unofficial PyTorch implementation of FSRCNN (Fast Super-Resolution Convolutional Neural Network)

Model Zoo ⭐ 29

Implementations of various Deep Learning models in PyTorch and TensorFlow.

Espcn Pytorch ⭐ 28

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.

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