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The Top 23 Pytorch Super Resolution Open Source Projects

Open source projects categorized as Pytorch Super Resolution
Categories > Machine Learning > Super Resolution
Gfpgan ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11most recent commit 3 months agopypi gfpgan} Downloads
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14most recent commit 3 months agopypi realesrgan} Downloads
Codeformer ⭐ 11,828
[NeurIPS 2022] Towards Robust Blind Face Restoration with Codebook Lookup Transformer
most recent commit 3 months ago
Mmagic ⭐ 6,527
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.
dependent packages 1total releases 23most recent commit a month agopypi mmedit} Downloads
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.
dependent packages 15total releases 28most recent commit 12 days agopypi basicsr} Downloads
Image Super Resolution Via Iterative Refinement ⭐ 3,115
Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch
total releases 1most recent commit 5 months ago
Kair ⭐ 2,502
Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR
most recent commit 4 months ago
Carefree Creator ⭐ 2,093
AI magics meet Infinite draw board.
most recent commit 4 months ago
Qualityscaler ⭐ 1,519
QualityScaler - image/video AI upscaler app
most recent commit 3 months ago
Srgan ⭐ 1,085
A PyTorch implementation of SRGAN based on CVPR 2017 paper "Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network"
most recent commit 3 years ago
Dncnn ⭐ 978
Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017)
most recent commit 3 years ago
Videosuperresolution ⭐ 916
A collection of state-of-the-art video or single-image super-resolution architectures, reimplemented in tensorflow.
total releases 6most recent commit 4 years ago
Srflow ⭐ 744
Official SRFlow training code: Super-Resolution using Normalizing Flow in PyTorch
most recent commit a year ago
Liif ⭐ 712
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
most recent commit 3 years ago
Zooming Slow Mo Cvpr 2020 ⭐ 687
Fast and Accurate One-Stage Space-Time Video Super-Resolution (accepted in CVPR 2020)
most recent commit 3 years ago
Dpsr ⭐ 677
Deep Plug-and-Play Super-Resolution for Arbitrary Blur Kernels (CVPR, 2019) (PyTorch)
most recent commit 4 years ago
Wdsr_ntire2018 ⭐ 520
Code of our winning entry to NTIRE super-resolution challenge, CVPR 2018
most recent commit 4 years ago
Mirnet ⭐ 436
[ECCV 2020] Learning Enriched Features for Real Image Restoration and Enhancement. SOTA results for image denoising, super-resolution, and image enhancement.
most recent commit 2 years ago
Tdan Vsr Cvpr 2020 ⭐ 394
TDAN: Temporally-Deformable Alignment Network for Video Super-Resolution, CVPR 2020
most recent commit 2 years ago
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)
most recent commit 4 years ago
A Pytorch Tutorial To Super Resolution ⭐ 380
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution
most recent commit a year ago
Psfrgan ⭐ 348
PyTorch codes for "Progressive Semantic-Aware Style Transformation for Blind Face Restoration", CVPR2021
most recent commit 9 months ago
Pytorch Srgan ⭐ 348
A modern PyTorch implementation of SRGAN
most recent commit 6 years ago
The 4 Most Depended On Pytorch Super Resolution Open Source Projects
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 3 months agopypi realesrgan} Downloads
Gfpgan ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 3 months agopypi gfpgan} Downloads
The 10 Latest Releases In Pytorch Super Resolution Open Source Projects
Face Crop Plus ⭐ 6
Face aligner and cropper with quality enhancement and attribute parsing
total releases 5latest release June 23, 2023most recent commit 10 months ago
Onnx Web ⭐ 156
web UI for GPU-accelerated ONNX pipelines like Stable Diffusion, even on Windows and AMD
total releases 9latest release January 24, 2023most recent commit 3 months ago
Real Esrgan ⭐ 24,613
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
dependent packages 12total releases 14latest release September 20, 2022most recent commit 3 months agopypi realesrgan} Downloads
Gfpgan ⭐ 33,600
GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
dependent packages 9total releases 11latest release September 20, 2022most recent commit 3 months agopypi gfpgan} Downloads
Torchsr ⭐ 145
Super Resolution datasets and models in Pytorch
total releases 3latest release August 21, 2022most recent commit 4 months ago
Super Image ⭐ 110
State-of-the-art image super resolution models for PyTorch.
total releases 8latest release September 06, 2021most recent commit 6 months ago
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