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The Top 23 Python Deep Learning Super Resolution Open Source Projects

Open source projects categorized as Python Deep Learning Super Resolution
Categories > Machine Learning > Deep Learning
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
Image Super Resolution ⭐ 4,392
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
most recent commit 4 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 5 months ago
Qualityscaler ⭐ 1,519
QualityScaler - image/video AI upscaler app
most recent commit 4 months ago
Srgan Tensorflow ⭐ 694
Tensorflow implementation of the SRGAN algorithm for single image super-resolution
most recent commit 4 years ago
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.
most recent commit a year ago
Dpir ⭐ 405
Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)
most recent commit a year ago
Spsr ⭐ 336
Pytorch implementation of Structure-Preserving Super Resolution with Gradient Guidance (CVPR 2020 & TPAMI 2021)
most recent commit 3 years ago
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
most recent commit 10 months ago
Deep Iterative Collaboration ⭐ 230
Pytorch implementation of Deep Face Super-Resolution with Iterative Collaboration between Attentive Recovery and Landmark Estimation (CVPR 2020)
most recent commit 3 years ago
Nuwave ⭐ 210
NU-Wave: A Diffusion Probabilistic Model for Neural Audio Upsampling @ INTERSPEECH 2021
most recent commit 2 years ago
Ignn ⭐ 201
Code repo for "Cross-Scale Internal Graph Neural Network for Image Super-Resolution" (NeurIPS'20)
most recent commit 3 years ago
Realscaler ⭐ 199
RealScaler - image/video AI upscaler app (Real-ESRGAN)
most recent commit a month ago
Minimagen ⭐ 186
MinImagen: A minimal implementation of the Imagen text-to-image model
most recent commit a year ago
Pytorch Zssr ⭐ 165
PyTorch implementation of 1712.06087 "Zero-Shot" Super-Resolution using Deep Internal Learning
most recent commit 6 years ago
Deepinv ⭐ 165
PyTorch library for solving imaging inverse problems using deep learning
most recent commit 3 months ago
Dcls Sr ⭐ 162
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
most recent commit a year ago
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.
most recent commit 10 months ago
Enhancenet Code ⭐ 123
EnhanceNet: Single Image Super-Resolution Through Automated Texture Synthesis (official repository)
most recent commit 6 years ago
Camerasr ⭐ 122
Camera Lens Super-Resolution in CVPR 2019
most recent commit 5 years ago
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.
most recent commit 4 months ago
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.
most recent commit 5 months ago
Deeply Recursive Cnn Tf ⭐ 114
Test implementation of Deeply-Recursive Convolutional Network for Image Super-Resolution
most recent commit 6 years ago
The 5 Latest Releases In Python Deep Learning Super Resolution Open Source Projects
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
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
Hugin ⭐ 10
Making Deep Learning for Earth Observation more easy
total releases 7latest release December 17, 2019most recent commit a year ago
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