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JingyunLiang /SwinIR

SwinIR: Image Restoration Using Swin Transformer (official repository)

decompression transformer super-resolution image-denoising image-restoration restoration denoising image-super-resolution low-level-vision deblocking vision-transformer image-deblocking compression-artifact-reduction real-world-image-super-resolution lightweight-image-super-resolution image-sr

UpdatedMay 14, 2024
Python

idealo /image-super-resolution

🔎 Super-scale your images and run experiments with Residual Dense and Adversarial Networks.

docker aws machine-learning computer-vision deep-learning neural-network tensorflow keras image-processing e-commerce convolutional-neural-networks nvidia-docker super-resolution image-super-resolution idealo

UpdatedDec 18, 2024
Python

XPixelGroup /HYPIR

Official implementation of HYPIR: Harnessing Diffusion-Yielded Score Priors for Image Restoration (SIGGRAPH 2025)

image-restoration image-super-resolution image-upscaling

UpdatedOct 16, 2025
Python

researchmm /TTSR

[CVPR'20] TTSR: Learning Texture Transformer Network for Image Super-Resolution

image-restoration image-super-resolution

UpdatedJul 24, 2022
Python

mv-lab /swin2sr

[ECCV] Swin2SR: SwinV2 Transformer for Compressed Image Super-Resolution and Restoration. Advances in Image Manipulation (AIM) workshop ECCV 2022. Try it out! over 3.3M runshttps://replicate.com/mv-lab/swin2sr

compression computer-vision deep-learning jpeg image-processing transformer super-resolution image-denoising image-restoration denoising image-super-resolution ntire low-level-vision deblocking vision-transformer compression-artifact-reduction swinir image-sr eccv2022 swin2sr

UpdatedAug 19, 2024
Python

yjn870 /SRCNN-pytorch

PyTorch implementation of Image Super-Resolution Using Deep Convolutional Networks (ECCV 2014)

image-super-resolution

UpdatedApr 22, 2019
Python

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）

deep-learning anime tensorflow keras feature-extraction image-search acg embedding image-super-resolution

UpdatedFeb 20, 2024

ChunmingHe /awesome-diffusion-models-in-low-level-vision

A Repository for Diffusion-Model-related Papers in Low-level Vision

survey video-processing remote-sensing image-inpainting medical-image-processing image-fusion image-deblurring image-super-resolution diffusion-model low-level-vision image-dehazing low-light-image-enhancement

UpdatedFeb 23, 2025

peylnog /ContinuousSR

Official Code for “Pixel to Gaussian: Ultra-Fast Continuous Super-Resolution with 2D Gaussian Modeling”

image-super-resolution gaussian-splatting 2dgs

UpdatedApr 19, 2025
Python

MIRNet-TFJS

Rishit-dagli /MIRNet-TFJS

TensorFlow JS models for MIRNet for low-light💡 image enhancement

nodejs javascript computer-vision deep-learning tensorflow machinelearning image-restoration image-super-resolution tfjs madewithtfjs tfjs-converter tfjs-model multi-resolution-streams mirnet-tfjs mirnet-model

UpdatedMar 5, 2023
Jupyter Notebook

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-denoising image-restoration image-deblurring image-super-resolution image-deraining

UpdatedMay 24, 2022
Python

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

UpdatedApr 19, 2019
Python

yjn870 /FSRCNN-pytorch

PyTorch implementation of Accelerating the Super-Resolution Convolutional Neural Network (ECCV 2016)

image-super-resolution

UpdatedJan 7, 2022
Python

Kobaayyy /Awesome-Low-Level-Vision-Research-Groups

A Collection of Low Level Vision Research Groups

computer-vision image-processing image-colorization image-inpainting cvpr image-denoising image-restoration image-deblurring image-enhancement image-super-resolution frame-interpolation image-quality-assessment low-level-vision image-dehazing research-groups image-deraining

UpdatedJul 24, 2025

hellloxiaotian /LESRCNN

Lightweight Image Super-Resolution with Enhanced CNN (Knowledge-Based Systems,2020)

deep-learning image-processing cnn python27 image-super-resolution low-level-vision cnn-pytorch lightweight-enhanced-network enhancement-and-compression information-refinement

UpdatedOct 12, 2022
Python

JingyunLiang /HCFlow

Official PyTorch code for Hierarchical Conditional Flow: A Unified Framework for Image Super-Resolution and Image Rescaling (HCFlow, ICCV2021)

flow super-resolution image-super-resolution normalizing-flow iccv2021 image-rescaling face-image-super-resolution image-sr

UpdatedSep 29, 2021
Python

eugenesiow /super-image

Image super resolution models for PyTorch.

computer-vision deep-learning image-processing pytorch super-resolution image-super-resolution

UpdatedJul 15, 2025
Python

JingyunLiang /MANet

Official PyTorch code for Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution (MANet, ICCV2021)

super-resolution image-super-resolution kernel-estimation blind-image-super-resolution iccv2021 image-sr blind-image-sr spatially-variant

UpdatedSep 19, 2021
Python

ngchc /CameraSR

Camera Lens Super-Resolution in CVPR 2019

deep-learning application-insights image-super-resolution degradation-model

UpdatedJun 12, 2019
Python

Ding-Liu /NLRN

Code for Non-Local Recurrent Network for Image Restoration (NeurIPS 2018)

image-denoising image-super-resolution

UpdatedApr 15, 2019
Python

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