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single-image-super-resolution

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tamarott / SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image"

animation gan official super-resolution harmonization single-image-super-resolution single-image singan image-edit single-image-animation single-image-generation arbitrery-sizes

Updated May 26, 2023
Python

krasserm / super-resolution

Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

tensorflow keras super-resolution srgan edsr single-image-super-resolution wdsr tensorflow2

Updated May 13, 2022
Python

HasnainRaz / Fast-SRGAN

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

neural-network tensorflow cnn tf2 artificial-intelligence generative-adversarial-network tensorboard gans super-resolution srgan sisr upsample residual-blocks single-image-super-resolution tf-keras resolution-image fastsrgan realtime-super-resolution

Updated Feb 11, 2026
Python

cszn / IRCNN

Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab)

image-inpainting image-denoising image-restoration image-deblurring single-image-super-resolution color-demosaicking deep-model

Updated Oct 9, 2021
MATLAB

deepak112 / Keras-SRGAN

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

keras generative-adversarial-networks keras-tensorflow srgan photo-realistic-super-resolution image-super-resolution single-image-super-resolution vgg-loss

Updated Apr 19, 2019
Python

cuiziteng / ECCV_AERIS

[ECCV 2022] Exploring Resolution and Degradation Clues as Self-supervised Signal for Low Quality Object Detection

object-detection super-resolution single-image-super-resolution multitask-learning self-supervised-learning eccv2022

Updated Jun 12, 2023
Python

izhx / TC-YoukuVSRE

Tian Chi 2019A Li Ba Ba You Ku Shi Pin Zeng Qiang He Chao Fen Bian Lu Tiao Zhan Sai Zi Yong Dai Ma ,EDVR, WDSR, ESRGANSan Ge Mo Xing .

python computer-vision deep-learning pytorch super-resolution tianchi video-super-resolution single-image-super-resolution

Updated Jul 5, 2019
Python

dslisleedh / Download_df2k

DF2K dataset download script

datasets single-image-super-resolution

Updated Jul 24, 2023
Shell

davitpapikyan / Probabilistic-Downscaling-of-Climate-Variables

Probabilistic Downscaling of Climate Variables Using Denoising Diffusion Probabilistic Models

super-resolution downscaling t2m single-image-super-resolution diffusion-models ddpm iterative-refinement weatherbench

Updated Apr 18, 2022
Python

uw-loci / demo_wsi_superres

WSISR: Single image super-resolution for Whole slide Imaging using convolutional neural networks and self-supervised color normalization.

deep-learning generative-adversarial-network convolutional-neural-networks super-resolution whole-slide-imaging curriculum-learning single-image-super-resolution self-supervised-learning histopathology whole-slide-image

Updated Dec 16, 2021
Python

amanshenoy / image-super-resolution

A simple convolutional neural network for single image super-resolution

pytorch convolutional-neural-networks super-resolution single-image-super-resolution

Updated Oct 3, 2023
Jupyter Notebook

yukariin / SAN_pytorch

Second-order Attention Network for Single Image Super-resolution (CVPR-2019)

pytorch attention super-resolution single-image-super-resolution

Updated Oct 29, 2022
Python

enter-i-username / EigenSR

[AAAI 2025] Official implementation of the paper "EigenSR: Eigenimage-Bridged Pre-Trained RGB Learners for Single Hyperspectral Image Super-Resolution".

pytorch transfer-learning hyperspectral-imaging low-level-vision single-image-super-resolution

Updated Apr 15, 2025
Python

pbehjatii / DiVANet

PyTorch implementation of Single image super-resolution based on directional variance attention network (Pattern Recognition2022)

efficiency image-denoising deblurring denoising image-deblurring image-super-resolution low-level-vision single-image-super-resolution lightweight-image-super-resolution

Updated Apr 15, 2024
Python

Ahmad-Zaki / Single_Image_Super_Resolution

A tensorflow-based implementation of SISR using EDSR, SRResNet, and SRGAN

python deep-learning tensorflow keras cnn generative-adversarial-network gan convolutional-neural-networks super-resolution keras-tensorflow srgan data-loader edsr single-image-super-resolution srresnet div2k srgan-tf2

Updated Feb 7, 2022
Python

kalpeshjp89 / USISResNet

This repository includes code of training/testing of our work published in NTIRE-2020 workshop titled "Unsupervised Single Image Super-Resolution Network (USISResNet) for Real-World Data Using Generative Adversarial Network".

generative-adversarial-network convolutional-neural-networks single-image-super-resolution usisresnet

Updated Feb 15, 2022
Python

jangsoopark / IDN-TensorFlow

TensorFlow Implementation of "Fast and Accurate Single Image Super-Resolution via Information Distillation Network" (CVPR 2018)

python tensorflow network information deeplearning idn superresolution distillation single-image-super-resolution cvpr2018 information-distillation-network

Updated Mar 24, 2023
Python

pbehjatii / FENet-PyTorch

PyTorch implementation of Frequency-based Enhancement Network for Efficient Super-Resolution. (IEEE Access2022)

efficiency super-resolution image-denoising deblurring denoising image-deblurring image-super-resolution single-image-super-resolution lightweight-image-super-resolution

Updated Apr 15, 2024
Python

zilongzheng / PatchGenCN

CVPR 2021 Oral Paper PatchGenCN

generative-model official energy-based-model single-image-super-resolution deep-internal-learning single-image image-edit single-image-generation cvpr2021

Updated Oct 28, 2021
Python

freebeing1 / Uniwin

PyTorch implementation of Uniwin("Image Super-resolution with Unified Window Attention".

image super-resolution self-attention single-image-super-resolution neighborhood-attention

Updated Mar 19, 2024
Python

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