image-super-resolution

There are 19 repositories under image-super-resolution topic.

idealo / image-super-resolution
🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.
image-super-resolution neural-network tensorflow keras aws convolutional-neural-networks deep-learning computer-vision machine-learning e-commerce idealo docker nvidia-docker image-processing super-resolution
Language:Python 4025
JingyunLiang / SwinIR
SwinIR: Image Restoration Using Swin Transformer (official repository)
image-super-resolution image-denoising compression-artifact-reduction image-deblocking transformer real-world-image-super-resolution lightweight-image-super-resolution image-restoration low-level-vision vision-transformer image-sr restoration super-resolution denoising deblocking decompression
Language:Python 2510
researchmm / TTSR
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
image-restoration image-super-resolution
Language:Python 690
MIRNet-TFJS
Rishit-dagli / MIRNet-TFJS
TensorFlow JS models for MIRNet for low-light💡 image enhancement
tensorflow tfjs computer-vision madewithtfjs deep-learning image-restoration image-super-resolution javascript nodejs mirnet-tfjs machinelearning multi-resolution-streams tfjs-converter mirnet-model tfjs-model
Language:Jupyter Notebook 337
yjn870 / SRCNN-pytorch
PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)
image-super-resolution
Language:Python 324
deepak112 / Keras-SRGAN
Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras
keras keras-tensorflow srgan image-super-resolution single-image-super-resolution generative-adversarial-networks photo-realistic-super-resolution vgg-loss
Language:Python 260
hellloxiaotian / LESRCNN
Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)
image-super-resolution cnn cnn-pytorch lightweight-enhanced-network enhancement-and-compression information-refinement image-processing deep-learning low-level-vision python27
Language:Python 187
mv-lab / swin2sr
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration at the Advances in Image Manipulation (AIM) workshop ECCV 2022, Tel Aviv
compression compression-artifact-reduction computer-vision deblocking denoising eccv2022 image-denoising image-processing image-restoration image-sr image-super-resolution jpeg low-level-vision ntire super-resolution transformer deep-learning vision-transformer
Language:Python 175
Ding-Liu / NLRN
Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)
image-denoising image-super-resolution
Language:Python 168
ngchc / CameraSR
Camera Lens Super-Resolution in CVPR 2019
image-super-resolution degradation-model deep-learning application-insights
Language:Python 164
JingyunLiang / HCFlow
Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)
super-resolution image-rescaling iccv2021 face-image-super-resolution normalizing-flow image-sr image-super-resolution flow
Language:Python 162
yjn870 / FSRCNN-pytorch
PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
image-super-resolution
Language:Python 155
JingyunLiang / MANet
Official PyTorch code for Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution (MANet, ICCV2021)
super-resolution iccv2021 kernel-estimation blind-image-super-resolution image-sr image-super-resolution blind-image-sr spatially-variant
Language:Python 139
JingyunLiang / FKP
Official PyTorch code for Flow-based Kernel Prior with Application to Blind Super-Resolution (FKP, CVPR2021)
blind-super-resolution kernel-estimation cvpr2021 blind-sr image-sr image-super-resolution super-resolution
Language:Python 132
thangvubk / FEQE
Official code (Tensorflow) for paper "Fast and Efficient Image Quality Enhancement via Desubpixel Convolutional Neural Networks"
image-super-resolution image-enhancement mobile-devices deep-convolutional-networks
Language:Python 130
lizhengwei1992 / ResidualDenseNetwork-Pytorch
Pytorch implement: Residual Dense Network for Image Super-Resolution
cvpr2018 image-super-resolution
Language:Python 127
murufeng / FUIR
A Flexible and Unified Image Restoration Framework (PyTorch), including state-of-the-art image restoration model. Such as NAFNet, Restormer, MPRNet, MIMO-UNet, SCUNet, SwinIR, HINet, etc. ⭐⭐⭐⭐⭐⭐
image-deblurring image-denoising image-deraining image-restoration image-super-resolution
Language:Python 117
HymEric / latest-development-of-ISR-VSR
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.
sr isr vsr super-resolution collection image-super-resolution video-super-resolution
109
Deep_SESR
xahidbuffon / Deep_SESR
Simultaneous Enhancement and Super-Resolution. #RSS2020
image-super-resolution image-enhancement underwater-robotics robot-vision perceptual-image-super-resolution underwater-images
Language:Python 108
yjn870 / RDN-pytorch
PyTorch implementation of Residual Dense Network for Image Super-Resolution (CVPR 2018)
image-super-resolution
Language:Python 94
eugenesiow / super-image
State-of-the-art image super resolution models for PyTorch.
super-resolution computer-vision image-processing pytorch image-super-resolution deep-learning
Language:Python 62
yjn870 / ESPCN-pytorch
PyTorch implementation of Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network (CVPR 2016)
image-super-resolution
Language:Python 49
lizhengwei1992 / IDN-pytorch
paper implement : Fast and Accurate Single Image Super-Resolution via Information Distillation Network
cvpr2018 image-super-resolution pytorch
Language:Python 41
xahidbuffon / SRDRM
Underwater Image Super-Resolution using Deep Residual Multipliers. #ICRA2020
super-resolution underwater-robotics image-super-resolution underwater-images
Language:Python 41
StyleTransfer-Colorization-SuperResolution
ColorfulSoft / StyleTransfer-Colorization-SuperResolution
Demonstration implementations of neural network image processing algorithms
style-transfer neural-style-transfer image-colorization image-super-resolution deep-learning
Language:C# 37
sunny2109 / Awesome-low-level-vision-resources
A curated list of resources for Low-level Vision Tasks
cvpr2021 image-processing image-manipulation transformer image-super-resolution image-denoising image-deblurring image-enhancement video-interpolation video-processing paper-with-code
33
tuvovan / RFDNet-ImageSuperResolution
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
image-super-resolution keras tensorflow tensorflow2 computational-imaging image-enhancement computer-vision deep-learning convolutional-neural-networks
Language:Python 33
yjn870 / RCAN-pytorch
PyTorch implementation of Image Super-Resolution Using Very Deep Residual Channel Attention Networks (ECCV 2018)
image-super-resolution
Language:Python 30
thangvubk / PESR
Official code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks
image-super-resolution perceptual-quality generative-adversarial-network pirm-eccv-2018
Language:Python 28
Ding-Liu / NLRN_v0
Code of Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)
image-denoising image-super-resolution
Language:Python 23
passerer / HPINet
Hierarchical Pixel Integration for Lightweight Image Super-Resolution
image-super-resolution python pytorch
Language:Python 21
yjn870 / DRRN-pytorch
PyTorch implementation of Image Super-Resolution via Deep Recursive Residual Network (CVPR 2017)
image-super-resolution
Language:Python 20
AtharvBhat / Plus-Ultra
Plus Ultra is a tool to enhance digital media.
deeplearning anime image-super-resolution pytorch super-resolution
Language:Python 19
puffnjackie / pytorch-super-resolution-implementations
Image super-resolution implementations
neural-network image-super-resolution pytorch implementation super-resolution deep-learning convolutional-neural-networks
Language:Python 18
yjn870 / SRDenseNet-pytorch
PyTorch implementation of Image Super-Resolution Using Dense Skip Connections (ICCV 2017)
image-super-resolution
Language:Python 16
linchuming / ImageSR-Tensorflow
An image super-resolution implemented by Tensorflow
image-super-resolution tensorflow
Language:Python 11

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