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awesome-deblurring

A curated list of resources for Image and Video Deblurring

burst-image-deblurring

conditinaldeblurgan-pytorch

Pytorch implementation of Dark Channel DeblurGAN

cs61b

dataset-for-deep-image-deblurring-aided-by-inertial-sensor-data

Official code for the paper "A Dataset for Deep Image Deblurring Aided by Inertial Sensor Data"

deblurgan-tf

Tensorflow (tf) implementation of DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks

deblurganv2

[ICCV 2019] "DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better" by Orest Kupyn, Tetiana Martyniuk, Junru Wu, Zhangyang Wang

deconvolution-microscopy-cyclegan

CycleGAN with a Blur Kernel for Deconvolution Microscopy: Optimal Transport Geometry

deepdeblur_release

Deep Multi-scale CNN for Dynamic Scene Deblurring

deepgyro

Gyroscope-Aided Motion Deblurring with Deep Networks

deephdr

This is the implementation for Deep High Dynamic Range Imaging with Large Foreground Motions (ECCV'18)

dmphn-cvpr19-master

Pytorch Implementation of CVPR19 "Deep Stacked Multi-patch Hierarchical Network for Image Deblurring"

formresnet-denoise-gaussian-noise-tensorflow

Simplely implement the paper 'FormResNet: Formatted Residual Learning for Image Restoration' by TensorFlow

gan_based_image_deblurring_using_dark_channel_prior

This is the official code for the paper "GAN Based Image Deblurring Using Dark Channel Prior"

hdr-expandnet

Training and inference code for ExpandNet

image-alignment-using-inertial-sensor-ukf

Official Code of Paper "Inertia Sensor Aided Alignment for Burst Pipeline in Low Light Conditions"

imagenet-downloader

Downloader from ImageNet Image URLs

lecturecode-sp19

Code created for lecture during spring 19

leetcode1

Leetcode: first round in python

leetcode2

Second round of leetcode in Java

linear-time-algorithm-in-bayesian-image-denoising-based-on-gaussian-markov-random-field

lsd2

Joint Denoising and Deblurring of Short and Long Exposure Images with CNNs

microscopydeblur_ir-phi

This is the official code for the paper "Deep Image Restoration for Infrared Photothermal Heterodyne Imaging"

mnist-svhn-transfer

PyTorch Implementation of CycleGAN and SSGAN for Domain Transfer (Minimal)

mprnet

Official repository for "Multi-Stage Progressive Image Restoration" (CVPR 2021). SOTA results for image deblurring, deraining, and denoising.

noise2noise

Noise2Noise: Learning Image Restoration without Clean Data - Official TensorFlow implementation of the ICML 2018 paper

ntire2019_deblur

A Deep Motion Deblurring Network based on Per-Pixel Adaptive Kernels with Residual Down-Up and Up-Down Modules, A source code of the 3rd winner of NTIRE 2019 Video Deblurring Challenge

pix2pix-pytorch

PyTorch implementation of "Image-to-Image Translation Using Conditional Adversarial Networks".

pulse

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models

pyflow

Fast, accurate and easy to run dense optical flow with python wrapper