deblurring

There are 18 repositories under deblurring topic.

KupynOrest / DeblurGAN
Image Deblurring using Generative Adversarial Networks
deep-learning gan deblurring image-processing image-manipulation neural-network convolutional-neural-networks convolutional-networks computer-vision image-to-image-translation blurry-images pytorch paper pix2pix
Language:Python 2619
subeeshvasu / Awesome-Deblurring
A curated list of resources for Image and Video Deblurring
image-deblurring video-deblurring image-deconvolution stereo-deblurring burst-deblurring motion-blur kernel-estimation camera-shake deep-learning restoration deblurring defocus-deblurring motion-deblurring defocus-blur
2583
GIMP-ML
kritiksoman / GIMP-ML
AI for GNU Image Manipulation Program
gimp-plugin image-manipulation computer-vision gimp photo-editing computervision deep-learning machine-learning machine-learning-algorithms macos ubuntu linux coloring-image dehazing deblurring enlightenment python3 gimp-plugins
Language:Python 1527
JingyunLiang / VRT
VRT: A Video Restoration Transformer (official repository)
transformer video-restoration low-level-vision vision-transformer video-super-resolution video-deblurring video-denoising video-sr super-resolution sr deblurring denoising video restoration
Language:Python 1477
google-research / maxim
[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.
image architecture image-processing computer-vision transformer mlp enhancement image-restoration restoration denoising deblurring dehazing deraining retouching low-level-vision image-enhancement
Language:Python 1049
cszn / USRNet
Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)
super-resolution deblurring end-to-end-learning degradation-model gaussian-kernel motion-kernel bicubic-kernels noise-levels blur-kernels scale-factors unfolding-algorithm generalizability sisr
Language:Python 890
thekevinscott / UpscalerJS
Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.
ai deblurring dehazing denoising deraining esrgan image-enhancment low-light-image-enhancement neural-networks retouching super-resoluion tensorflow tfjs upscale
Language:TypeScript 824
jiangsutx / SRN-Deblur
Repository for Scale-recurrent Network for Deep Image Deblurring
computer-vision deblurring image-processing
Language:Python 737
SeungjunNah / DeepDeblur_release
Deep Multi-scale CNN for Dynamic Scene Deblurring
deblurring dynamic-scene
Language:Lua 704
Algolzw / image-restoration-sde
Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.
deblurring dehazing denoising deraining diffusion-models image-restoration inpainting stochastic-differential-equations super-resolution score-based pytorch
Language:Python 677
mv-lab / InstructIR
[ECCV 2024] InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR
computer-vision deblurring deep-learning dehazing denoising image-enhancement image-restoration inverse-problems low-light-image-enhancement multimodal neural-network photography prompt super-resolution language-model multi-task pytorch
Language:Jupyter Notebook 659
KAIST-VICLab / FMA-Net
[CVPR 2024 Oral] Official repository of FMA-Net
deblurring super-resolution
Language:Python 649
bahjat-kawar / ddrm
[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository
deblurring diffusion diffusion-models inpainting inverse-problems score-based super-resolution variational-inference
Language:Python 645
Zj-BinXia / DiffIR
This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023
deblurring diffusion-model inpainting super-resolution
Language:Jupyter Notebook 533
mv-lab / AISP
AI Image Signal Processing and Computational Photography. Official library for NTIRE (CVPR) and AIM (ICCV/ECCV) Challenges. You will find Learned ISPs, RAW Restoration-Upsampling-Reconstruction, Image Enhancement, Bokeh rendering and more!
camera computational-photography computer-vision cvpr deblurring deep-learning denoising image-enhancement image-processing image-restoration imaging inverse-problems isp low-level-vision mobile-ai ntire raw rgb
Language:Jupyter Notebook 424
deepinv / deepinv
PyTorch library for solving imaging inverse problems using deep learning
computational-imaging computed-tomography deblurring deep-equilibrium-models deep-learning diffusion-models image-processing inverse-problems mri plug-and-play super-resolution unfolded
Language:Python 383
JingyunLiang / RVRT
Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)
video super-resolution transformer restoraton deblurring denoising low-level-vision sr video-deblurring video-denoising video-super-resolution video-restoration video-sr vision-transformer
Language:Python 374
zzh-tech / ESTRNN
[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring
video-deblurring dataset real-world-data deep-learning deblurring motion-blur eccv2020
Language:Python 328
Royalvice / DocDiff
ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.
dataset deblurring deep-learning diffusion-models document-binarization documentation-tool image-to-image image-translation img2img low-level-vision math-ocr ocr pytorch seal-removal super-resolution table-recognition
Language:Python 306
victorca25 / traiNNer
traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.
convolutional-neural-networks esrgan super-resolution upscale pix2pix cyclegan denoising deblurring cartoonization srflow bsrgan real-esrgan real-sr image-restoration
Language:Python 304
zzh-tech / BiT
[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur
beam-splitter computer-vision cvpr cvpr2023 dataset deblurring deep-learning image-enhancement image-restoration image-to-video low-level-vision pytorch pytorch-implementation real-world-data video-deblurring video-enhancement video-frame-interpolation video-restoration
Language:Python 232
megvii-research / DCLS-SR
Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.
blind-super-resolution deblurring deep-learning pytorch super-resolution
Language:Python 227
WU-CVGL / BAD-Gaussians
[ECCV 2024] "BAD-Gaussians: Bundle Adjusted Deblur Gaussian Splatting". ⚡Train a scene from real-world blurry images in minutes!
deblurring gaussian-splatting nerfstudio neural-rendering pose-estimation pypose
Language:Python 220
VisionVerse / Blind-Motion-Deblurring-Survey
Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.
blind-deblurring blind-motion-deblurring convolutional-neural-networks deblurring deep-learning generative-adversarial-network image-deblurring recurrent-neural-networks survey transformer
Language:Python 201
DarrenPan / Awesome-ICCV2023-Low-Level-Vision
A Collection of Papers and Codes in ICCV2023/2021 about low level vision
deblurring denoising image image-enhancement image-generation image-inpainting image-restoration low-level-vision super-resolution
197
dali92002 / DE-GAN
Document Image Enhancement with GANs - TPAMI journal
deblurring deep-learning gan generative-adversarial-network image-binarization watermark-remover
Language:Python 196
WU-CVGL / BAD-NeRF
[CVPR 2023] 😈BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields
3d-vision deblurring nerf pose-estimation
Language:Python 195
minyuanye / SIUN
Sharp Image Deblurring
deblurring upscaling iterative deep-learning machine-learning network gopro sharp small-size image-processing motion-blur
Language:Python 194
shuochsu / DeepVideoDeblurring
S. Su, M. Delbracio, J. Wang, G. Sapiro, W. Heidrich, O. Wang. Deep Video Deblurring. CVPR 2017, Spotlight
convolutional-neural-networks deblurring deep-learning video
Language:MATLAB 193
liaohaofu / adn
ADN: Artifact Disentanglement Network for Unsupervised Metal Artifact Reduction
artifact-removal disentangled-representations medical-imaging medical-image-processing deep-learning deep-neural-networks image-enhancement metal-artifact deblurring deraining dehazing adn
Language:Python 187
AHupuJR / EFNet
Event-based Fusion for Motion Deblurring with Cross-modal Attention (ECCV'22 Oral) https://ahupujr.github.io/EFNet/
eccv2022 oral deblurring event-camera image-restoration
Language:Python 185
vztu / maxim-pytorch
[CVPR 2022 Oral] PyTorch re-implementation for "MAXIM: Multi-Axis MLP for Image Processing", with *training code*. Official Jax repo: https://github.com/google-research/maxim
architecture computer-vision deblurring dehazing denoising deraining enhancement image image-enhancement image-processing image-restoration low-level-vision mlp restoration retouching transformer
Language:Python 178
DeFMO
rozumden / DeFMO
[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects
fast-moving-objects temporal-super-resolution deblurring deep-learning semi-supervised-learning synthetic-dataset-generation motion-blur disentangled-representations cvpr2021 dataset
Language:Python 175
DarrenPan / Awesome-ECCV2022-Low-Level-Vision
A Collection of Papers and Codes in ECCV2022 about low level vision
deblurring denoising eccv2022 frame-interpolation image-enhancement image-generation image-restoration low-level-vision super-resolution
169
VinAIResearch / blur-kernel-space-exploring
Exploring Image Deblurring via Blur Kernel Space (CVPR'21)
computer-vision deblurring deep-learning python pytorch
Language:Python 157
sayakpaul / maxim-tf
Implementation of MAXIM in TensorFlow.
all-mlp computer-vision conv deblurring dehazing denoising deraining enhancement gmlp keras tensorflow
Language:Jupyter Notebook 138