Projects in Awesome Lists tagged with deblurring

https://github.com/kupynorest/deblurgan

Image Deblurring using Generative Adversarial Networks

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

Last synced: 20 Dec 2024

https://github.com/KupynOrest/DeblurGAN

Image Deblurring using Generative Adversarial Networks

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

Last synced: 31 Oct 2024

https://github.com/kritiksoman/gimp-ml

AI for GNU Image Manipulation Program

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

Last synced: 19 Dec 2024

https://github.com/kritiksoman/GIMP-ML

AI for GNU Image Manipulation Program

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

Last synced: 05 Nov 2024

https://github.com/jingyunliang/vrt

VRT: A Video Restoration Transformer (official repository)

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

Last synced: 15 Dec 2024

https://github.com/JingyunLiang/VRT

VRT: A Video Restoration Transformer (official repository)

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

Last synced: 06 Nov 2024

https://github.com/google-research/maxim

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

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

Last synced: 24 Nov 2024

https://github.com/cszn/usrnet

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

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

Last synced: 18 Dec 2024

https://github.com/cszn/USRNet

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

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

Last synced: 26 Oct 2024

https://github.com/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

Last synced: 19 Dec 2024

https://github.com/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

Last synced: 28 Oct 2024

https://github.com/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 language-model low-light-image-enhancement multi-task multimodal neural-network photography prompt pytorch super-resolution

Last synced: 03 Nov 2024

https://github.com/Zj-BinXia/DiffIR

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

deblurring diffusion-model inpainting super-resolution

Last synced: 30 Oct 2024

https://github.com/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 pytorch score-based stochastic-differential-equations super-resolution

Last synced: 30 Oct 2024

https://github.com/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

Last synced: 14 Dec 2024

https://github.com/victorca25/BasicSR

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

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

Last synced: 05 Dec 2024

https://github.com/victorca25/traiNNer

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

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

Last synced: 29 Oct 2024

https://github.com/jingyunliang/rvrt

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

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

Last synced: 18 Dec 2024

https://github.com/rozumden/DeFMO

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

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

Last synced: 10 Nov 2024

https://github.com/sayakpaul/maxim-tf

Implementation of MAXIM in TensorFlow.

all-mlp computer-vision conv deblurring dehazing denoising deraining enhancement gmlp keras tensorflow

Last synced: 01 Nov 2024

https://github.com/AIVFI/Video-Frame-Interpolation-Rankings-and-Video-Deblurring-Rankings

Rankings include: ABME AdaFNIO ALANET AMT BiT BVFI CDFI CtxSyn DBVI DeMFI DQBC DRVI EAFI EBME EDC EDENVFI EDSC EMA-VFI FGDCN FILM FLAVR H-VFI IFRNet IQ-VFI JNMR LADDER M2M MA-GCSPA NCM PerVFI PRF ProBoost-Net RIFE RN-VFI SoftSplat SSR ST-MFNet Swin-VFI TDPNet TTVFI UGFI UPR-Net UTI-VFI VFIformer VFIFT VFIMamba VFIT VIDUE VRT

artificial-intelligence computer-vision deblurring deep-learning frame-interpolation interpolation low-level-vision machine-learning motion-blur motion-deblurring ncnn restoration rife tensorrt vapoursynth video-deblurring video-frame-interpolation video-interpolation video-processing video-restoration

Last synced: 20 Oct 2024

https://github.com/hejingwenhejingwen/cresmd

(ECCV 2020) Interactive Multi-Dimension Modulation with Dynamic Controllable Residual Learning for Image Restoration

cresmd deblurring deep-learning denoising dynamic-networks image-restoration jpeg-deblocking low-level-vision

Last synced: 21 Nov 2024

https://github.com/caojiezhang/deqir

PyTorch implementation of "Deep Equilibrium Diffusion Restoration with Parallel Sampling (CVPR 2024)"

colorization deblurring inpainting old-photo-restoration real-world-super-resolution super-resolution

Last synced: 30 Oct 2024

https://github.com/ucsb-nlp-chang/copaint

Implementation of paper 'Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models'

deblurring diffusion-models image-inpainting

Last synced: 31 Oct 2024

https://github.com/maximellerbach/image-processing-using-ai

in this repo, I create models to process image (upscale, debluring...)

deblurring fully-convolutional-networks machine-learning upsampling-and-denoising upscaling

Last synced: 22 Oct 2024

https://github.com/hyeonsangjeon/disparity-based-space-vagriant-image-deblurring

“Disparitybased space-variant image deblurring,” Signal Processing: Image Communication, vol. 28, no. 7, pp. 792–808, 2013.

autocorrelation blurred-images convolution deblurring deblurring-algorithm deconvolution disparity graph-cut image-deblurring image-processing image-reconstruction image-restoration image-segmentation kurtosis maximum-a-posteriori-estimation optimization point-spread-function psf-estimation regularization space-variant

Last synced: 17 Nov 2024

https://github.com/jammer345/SL-CycleGAN-Blind-Motion-Deblurring-in-Cycles-using-Sparse-Learning

SL-CycleGAN: Blind Motion Deblurring in Cycles using Sparse Learning

computer-vision deblurring generative-adversarial-network image-processing sparse state-of-the-art

Last synced: 05 Nov 2024

https://github.com/ymherklotz/huaweichallenge

Attempt made by George Punter, Alexander T. Luisi, Owen Harcome, Yann Herklotz, Divyansh Manocha and Martin Ferianc for the Huawei Debluring challenge 2017

deblurring machine-learning python tensorflow text-recognition

Last synced: 10 Oct 2024

https://github.com/nuanarchy/ComfyUI-NuA-BIRD

ComfyUI implementation of "Blind Image Restoration via Fast Diffusion Inversion"

comfyui comfyui-nodes deblurring denoising inpainting super-resolution

Last synced: 19 Dec 2024

https://github.com/prash030/image_processing_projects

This repository contains codes that I developed for image processing and evaluation of large dataset of images. These codes are mostly used with Deep Learning networks.

augmentation big-data blur-filter chest-xray-images deblurring gaussian-filter image-analysis image-filtering image-processing opencv

Last synced: 21 Nov 2024

https://github.com/ajithvcoder/deblurganv2_customdataset

Using deblur GAN on custom dataset

custom-dataset deblurgan deblurring deep-learning gan generative-adversarial-network

Last synced: 13 Nov 2024