Search Results - RepositoryStats

514

2.5k

other

60

Image Deblurring using Generative Adversarial Networks

gan paper pix2pix pytorch deblurring blurry-images deep-learning neural-network computer-vision image-processing image-manipulation convolutional-networks image-to-image-translation convolutional-neural-networks

Created 2017-04-26

71 commits to master branch, last one 4 years ago

Awesome-Deblurring subeeshvasu

361

2.3k

unknown

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A curated list of resources for Image and Video Deblurring

deblurring motion-blur restoration camera-shake defocus-blur deep-learning burst-deblurring image-deblurring video-deblurring kernel-estimation motion-deblurring stereo-deblurring defocus-deblurring image-deconvolution

Created 2019-07-17

380 commits to master branch, last one 28 days ago

GIMP-ML kritiksoman

126

1.4k

mit

42

AI for GNU Image Manipulation Program

gimp linux macos ubuntu python3 dehazing deblurring gimp-plugin gimp-plugins deep-learning enlightenment photo-editing coloring-image computervision computer-vision machine-learning image-manipulation machine-learning-algorithms

Created 2020-03-30

181 commits to master branch, last one 2 years ago

VRT JingyunLiang

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1.3k

other

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VRT: A Video Restoration Transformer (official repository)

sr video video-sr denoising deblurring restoration transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution

Created 2022-01-18

15 commits to main branch, last one about a year ago

maxim google-research

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959

apache-2.0

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[CVPR 2022 Oral] Official repository for "MAXIM: Multi-Axis MLP for Image Processing". SOTA for denoising, deblurring, deraining, dehazing, and enhancement.

mlp image dehazing denoising deraining deblurring retouching enhancement restoration transformer architecture computer-vision image-processing low-level-vision image-enhancement image-restoration

Created 2022-03-15

28 commits to main branch, last one about a year ago

USRNet cszn

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840

unknown

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Deep Unfolding Network for Image Super-Resolution (CVPR, 2020) (PyTorch)

sisr deblurring blur-kernels noise-levels motion-kernel scale-factors bicubic-kernels gaussian-kernel generalizability super-resolution degradation-model end-to-end-learning unfolding-algorithm

Created 2020-02-28

204 commits to master branch, last one 10 months ago

UpscalerJS thekevinscott

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755

mit

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Enhance Images with Javascript and AI. Increase resolution, retouch, denoise, and more. Open Source, Browser & Node Compatible, MIT License.

ai tfjs esrgan upscale dehazing denoising deraining deblurring retouching tensorflow neural-networks super-resoluion image-enhancment low-light-image-enhancement

Created 2020-07-29

1,144 commits to main branch, last one 6 months ago

SRN-Deblur jiangsutx

184

710

mit

23

Repository for Scale-recurrent Network for Deep Image Deblurring

deblurring computer-vision image-processing

Created 2018-05-23

12 commits to master branch, last one 5 years ago

FMA-Net KAIST-VICLab

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543

mit

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[CVPR 2024 Oral] Official repository of FMA-Net

deblurring super-resolution

Created 2024-01-05

33 commits to main branch, last one 10 days ago

ddrm bahjat-kawar

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517

mit

6

[NeurIPS 2022] Denoising Diffusion Restoration Models -- Official Code Repository

diffusion deblurring inpainting score-based diffusion-models inverse-problems super-resolution variational-inference

Created 2022-01-27

13 commits to master branch, last one about a year ago

image-restoration-sde Algolzw

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mit

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Image Restoration with Mean-Reverting Stochastic Differential Equations, ICML 2023. Winning solution of the NTIRE 2023 Image Shadow Removal Challenge.

pytorch dehazing denoising deraining deblurring inpainting score-based diffusion-models super-resolution image-restoration stochastic-differential-equations

Created 2023-01-27

59 commits to main branch, last one about a month ago

InstructIR mv-lab

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mit

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InstructIR: High-Quality Image Restoration Following Human Instructions https://huggingface.co/spaces/marcosv/InstructIR

prompt pytorch dehazing denoising deblurring multi-task multimodal photography deep-learning language-model neural-network computer-vision inverse-problems super-resolution image-enhancement image-restoration low-light-image-enhancement

Created 2024-01-27

16 commits to main branch, last one 3 months ago

DiffIR Zj-BinXia

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unknown

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This project is the official implementation of 'Diffir: Efficient diffusion model for image restoration', ICCV2023

deblurring inpainting diffusion-model super-resolution

Created 2023-07-20

170 commits to master branch, last one about a month ago

RVRT JingyunLiang

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334

other

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Recurrent Video Restoration Transformer with Guided Deformable Attention (NeurlPS2022, official repository)

sr video video-sr denoising deblurring restoraton transformer video-denoising low-level-vision super-resolution video-deblurring video-restoration vision-transformer video-super-resolution

Created 2022-05-20

3 commits to main branch, last one about a year ago

ESTRNN zzh-tech

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mit

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[ECCV2020 Spotlight] Efficient Spatio-Temporal Recurrent Neural Network for Video Deblurring

dataset eccv2020 deblurring motion-blur deep-learning real-world-data video-deblurring

Created 2020-07-17

28 commits to master branch, last one 11 months ago

AISP mv-lab

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unknown

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AI Image SIgnal Processing and Computational Photography - Bokeh Rendering , Reversed ISP Challenge, Model-Based Image Signal Processors via Learnable Dictionaries. Official repo for NTIRE and AIM Cha...

aim isp ntire cvpr2022 eccv2022 denoising mobile-ai raw-image deblurring reversed-isp deep-learning computer-vision image-processing inverse-problems low-level-vision image-enhancement image-restoration computational-photography

Created 2022-06-06

29 commits to main branch, last one 2 months ago

traiNNer victorca25

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apache-2.0

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traiNNer: Deep learning framework for image and video super-resolution, restoration and image-to-image translation, for training and testing.

bsrgan esrgan srflow pix2pix real-sr upscale cyclegan denoising deblurring real-esrgan cartoonization super-resolution image-restoration convolutional-neural-networks

Created 2019-06-12

861 commits to master branch, last one about a year ago

deepinv deepinv

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bsd-3-clause

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PyTorch library for solving imaging inverse problems using deep learning

mri unfolded deblurring deep-learning plug-and-play diffusion-models image-processing inverse-problems super-resolution computed-tomography computational-imaging deep-equilibrium-models

Created 2023-02-10

877 commits to main branch, last one 3 days ago

DCLS-SR megvii-research

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mit

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Official PyTorch implementation of the paper "Deep Constrained Least Squares for Blind Image Super-Resolution", CVPR 2022.

pytorch deblurring deep-learning super-resolution blind-super-resolution

Created 2022-03-15

22 commits to master branch, last one about a year ago

BiT zzh-tech

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mit

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[CVPR2023] Blur Interpolation Transformer for Real-World Motion from Blur

cvpr dataset pytorch cvpr2023 deblurring beam-splitter deep-learning image-to-video computer-vision real-world-data low-level-vision video-deblurring image-enhancement image-restoration video-enhancement video-restoration pytorch-implementation video-frame-interpolation

Created 2023-03-06

10 commits to main branch, last one 7 months ago

BAD-NeRF WU-CVGL

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mit

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[CVPR 2023] 😈BAD-NeRF: Bundle Adjusted Deblur Neural Radiance Fields

nerf 3d-vision deblurring pose-estimation

Created 2023-03-21

48 commits to main branch, last one 5 months ago

DocDiff Royalvice

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180

mit

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ACM Multimedia 2023: DocDiff: Document Enhancement via Residual Diffusion Models. Also contains 1597 red seals in Chinese scenes, along with their corresponding binary masks.

ocr dataset img2img pytorch math-ocr deblurring seal-removal deep-learning image-to-image diffusion-models low-level-vision super-resolution image-translation table-recognition documentation-tool document-binarization

Created 2023-03-19

44 commits to main branch, last one 6 months ago

Awesome-ICCV2023-Low-Level-Vision DarrenPan

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unknown

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A Collection of Papers and Codes in ICCV2023/2021 about low level vision

image denoising deblurring image-generation image-inpainting low-level-vision super-resolution image-enhancement image-restoration

Created 2023-04-27

82 commits to main branch, last one 4 months ago

Blind-Motion-Deblurring-Survey VisionVerse

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mit

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This is a survey that reviews deep learning models and benchmark datasets related to blind motion deblurring and provides a comprehensive evaluation of these models.

survey deblurring transformer deep-learning blind-deblurring image-deblurring blind-motion-deblurring recurrent-neural-networks convolutional-neural-networks generative-adversarial-network

Created 2023-12-27

93 commits to main branch, last one 18 days ago

DeFMO rozumden

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mit

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[CVPR 2021] DeFMO: Deblurring and Shape Recovery of Fast Moving Objects

dataset cvpr2021 deblurring motion-blur deep-learning fast-moving-objects semi-supervised-learning temporal-super-resolution disentangled-representations synthetic-dataset-generation

Created 2021-02-06

52 commits to master branch, last one 2 years ago

maxim-pytorch vztu

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apache-2.0

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[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

mlp image dehazing denoising deraining deblurring retouching enhancement restoration transformer architecture computer-vision image-processing low-level-vision image-enhancement image-restoration

Created 2022-04-11

14 commits to main branch, last one about a year ago