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The Top 23 Python Super Resolution Open Source Projects

Open source projects categorized as Python Super Resolution
Categories > Machine Learning > Super Resolution
Refvsr ⭐ 113
[CVPR 2022] Official PyTorch Implementation for "Reference-based Video Super-Resolution Using Multi-Camera Video Triplets"
most recent commit 2 years ago
Ccd ⭐ 112
[ICCV2023] Self-supervised Character-to-Character Distillation for Text Recognition
most recent commit 5 months ago
Esrgan Pytorch ⭐ 111
A simple implementation of esrgan, which uses the pytorch framework.
most recent commit 7 months ago
Edafa ⭐ 111
Test Time Augmentation (TTA) wrapper for computer vision tasks: segmentation, classification, super-resolution, ... etc.
total releases 6most recent commit 2 years ago
Ilo ⭐ 111
[ICML 2021] Official implementation: Intermediate Layer Optimization for Inverse Problems using Deep Generative Models
most recent commit 2 years ago
Super Image ⭐ 110
State-of-the-art image super resolution models for PyTorch.
total releases 8most recent commit 6 months ago
Srdensenet Pytorch ⭐ 109
SRDenseNet-pytorch（ICCV_2017）
most recent commit 6 years ago
Cfsrcnn ⭐ 109
Coarse-to-Fine CNN for Image Super-Resolution (IEEE Transactions on Multimedia,2021)
most recent commit a year ago
Seesr ⭐ 109
SeeSR: Towards Semantics-Aware Real-World Image Super-Resolution
most recent commit 4 months ago
Nuwave2 ⭐ 108
NU-Wave 2: A General Neural Audio Upsampling Model for Various Sampling Rates @ INTERSPEECH 2022
most recent commit 2 years ago
Waifu2x ⭐ 106
PyTorch on Super Resolution
most recent commit 5 years ago
Nicescaler ⭐ 105
NiceScaler - image/video deeplearning upscaler (OpenCV)
most recent commit 9 months ago
Realesrgan Ncnn Py ⭐ 103
Python Binding for realesrgan-ncnn-vulkan with PyBind11
most recent commit 4 months ago
Fast Neural Style ⭐ 102
Implementation of "Perceptual Losses for Real-Time Style Transfer and Super-Resolution" in Keras
most recent commit 7 years ago
Hypertransformer ⭐ 102
[CVPR'22] HyperTransformer: A Textural and Spectral Feature Fusion Transformer for Pansharpening
most recent commit 6 months ago
Supper Resolution ⭐ 101
Super-resolution (SR) is a method of creating images with higher resolution from a set of low resolution images.
total releases 1most recent commit 5 years ago
Drln ⭐ 101
Densely Residual Laplacian Super-resolution, IEEE Pattern Analysis and Machine Intelligence (TPAMI), 2020
most recent commit 3 years ago
Yoco ⭐ 93
Code for You Only Cut Once: Boosting Data Augmentation with a Single Cut, ICML 2022.
most recent commit 9 months ago
Picasso ⭐ 93
A collection of tools for painting super-resolution images
total releases 28most recent commit 3 months ago
Jalali Lab Implementation Of Raisr ⭐ 92
Implementation of RAISR (Rapid and Accurate Image Super Resolution) algorithm in Python 3.x by Jalali Laboratory at UCLA. The implementation presented here achieved performance results that are comparable to that presented in Google's research paper (with less than ± 0.1 dB in PSNR). Just-in-time (JIT) compilation employing JIT numba is used to speed up the Python code. A very parallelized Python code employing multi-processing capabilities is used to speed up the testing process. The code has b
most recent commit 2 years ago
Srntt Pytorch ⭐ 91
A PyTorch implementation of SRNTT, which is a novel RefSR method.
most recent commit a year ago
Sr ⭐ 90
Image and video super resolution
most recent commit 3 years ago
Vsr Duf Reimplement ⭐ 90
It is a re-implementation of paper named "Deep Video Super-Resolution Network Using Dynamic Upsampling Filters Without Explicit Motion Compensation" called VSR-DUF model. There are both training codes and test codes about VSR-DUF based tensorflow.
most recent commit 4 years ago
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