image-super-resolution

There are 23 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 4492
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 4060
researchmm / TTSR
[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution
image-restoration image-super-resolution
Language:Python 746
mv-lab / swin2sr
Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runs https://replicate.com/mv-lab/swin2sr
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 swinir swin2sr
Language:Python 524
OysterQAQ / ACG2vec
ACG2vec (Anime Comics Games to vector) are committed to creating a playground that combines ACG and Deep learning.（文本语义检索、以图搜图、语义搜图、图片超分辨率、推荐系统）
acg deep-learning embedding feature-extraction keras tensorflow anime image-search image-super-resolution
501
yjn870 / SRCNN-pytorch
PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)
image-super-resolution
Language:Python 479
MIRNet-TFJS
Rishit-dagli / MIRNet-TFJS
TensorFlow JS models for MIRNet for low-light💡 image enhancement
computer-vision deep-learning image-restoration image-super-resolution javascript machinelearning madewithtfjs mirnet-model mirnet-tfjs multi-resolution-streams nodejs tensorflow tfjs tfjs-converter tfjs-model
Language:Jupyter Notebook 347
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 274
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 262
hellloxiaotian / LESRCNN
Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)
cnn cnn-pytorch deep-learning enhancement-and-compression image-processing image-super-resolution information-refinement lightweight-enhanced-network low-level-vision python27
Language:Python 216
yjn870 / FSRCNN-pytorch
PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)
image-super-resolution
Language:Python 202
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 186
ngchc / CameraSR
Camera Lens Super-Resolution in CVPR 2019
image-super-resolution degradation-model deep-learning application-insights
Language:Python 170
Ding-Liu / NLRN
Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)
image-denoising image-super-resolution
Language:Python 167
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 162
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 145
lizhengwei1992 / ResidualDenseNetwork-Pytorch
Pytorch implement: Residual Dense Network for Image Super-Resolution
cvpr2018 image-super-resolution
Language:Python 137
eugenesiow / super-image
Image super resolution models for PyTorch.
computer-vision deep-learning image-processing image-super-resolution pytorch super-resolution
Language:Python 136
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 128
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 128
yjn870 / RDN-pytorch
PyTorch implementation of Residual Dense Network for Image Super-Resolution (CVPR 2018)
image-super-resolution
Language:Python 119
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
114
eduardzamfir / NTIRE23-RTSR
CVPR NTIRE 2023 Challenge on Real-Time Super-Resolution
real-time super-resolution image-processing image-super-resolution low-level-vision cvpr2023 image-restoration ntire
Language:JavaScript 104
haoyuc / A2N
PyTorch code for our paper "Attention in Attention Network for Image Super-Resolution"
attention-mechanism image-processing image-restoration image-super-resolution pytorch super-resolution
Language:Python 86
Kobaayyy / Awesome-Low-Level-Vision-Research-Groups
A Collection of Low Level Vision Research Groups
computer-vision cvpr frame-interpolation image-colorization image-deblurring image-dehazing image-denoising image-deraining image-enhancement image-inpainting image-processing image-quality-assessment image-restoration image-super-resolution low-level-vision research-groups
84
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 59
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
53
xahidbuffon / SRDRM
Underwater Image Super-Resolution using Deep Residual Multipliers. #ICRA2020
super-resolution underwater-robotics image-super-resolution underwater-images
Language:Python 47
lizhengwei1992 / IDN-pytorch
paper implement : Fast and Accurate Single Image Super-Resolution via Information Distillation Network
cvpr2018 image-super-resolution pytorch
Language:Python 42
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# 41
yjn870 / RCAN-pytorch
PyTorch implementation of Image Super-Resolution Using Very Deep Residual Channel Attention Networks (ECCV 2018)
image-super-resolution
Language:Python 38
NaruseMioShirakana / ShirakanaNoAiToolKits
一个集成了各种有趣和实用AI项目的工具箱
image-super-resolution music-transcription onnx onnxruntime piano-transcription
Language:C++ 37
tuvovan / RFDNet-ImageSuperResolution
Keras Implementation of the paper Residual Feature Distillation Network for Lightweight Image Super-Resolution
computational-imaging computer-vision convolutional-neural-networks deep-learning image-enhancement image-super-resolution keras tensorflow tensorflow2
Language:Python 34
kynthesis / StarSRGAN
Official PyTorch Implementation of "StarSRGAN: Improving Real-World Blind Super-Resolution" (WSCG 2023)
blind-super-resolution image-super-resolution super-resolution
Language:Python 33
passerer / HPINet
Hierarchical Pixel Integration for Lightweight Image Super-Resolution
image-super-resolution python pytorch
Language:Python 32
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