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MambaIR

[ECCV2024] An official pytorch implement of the paper "MambaIR: A simple baseline for image restoration with state-space model".

Cold-Diffusion-Models

Official implementation of Cold-Diffusion for different transformations in pytorch.

denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

blind-dps

An official pytorch implementation of "Parallel Diffusion Model of Operator and Image for Blind Inverse Problems" (CVPR 2023)

DiffIR

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

WeatherDiffusion

Code for "Restoring Vision in Adverse Weather Conditions with Patch-Based Denoising Diffusion Models" [TPAMI 2023]

C2F-DFT

ddrm

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

OI-Public-Library

OI / ACM essays and learning materials

Restormer

[CVPR 2022--Oral] Restormer: Efficient Transformer for High-Resolution Image Restoration. SOTA for motion deblurring, image deraining, denoising (Gaussian/real data), and defocus deblurring.

LaKDNet

Revisiting Image Deblurring with an Efficient ConvNet - An efficient CNN performs better than Transformer

FFTformer

[CVPR 2023] Effcient Frequence Domain-based Transformer for High-Quality Image Deblurring

GRL-Image-Restoration

BANet-TIP-2022

Optical-Flow-For-Spiking-Camera

Spiking-Camera-Simulator-SPCS

TransCS

TransCS: A Transformer-Based Hybrid Architecture for Image Compressed Sensing

PhUn

PyTorch model PhUn for phase unwrapping

Palette-Image-to-Image-Diffusion-Models

Unofficial implementation of Palette: Image-to-Image Diffusion Models by Pytorch

Image-Super-Resolution-via-Iterative-Refinement

Unofficial implementation of Image Super-Resolution via Iterative Refinement by Pytorch

siren

Official implementation of "Implicit Neural Representations with Periodic Activation Functions"

inr_based_compression

Contains the implementation of the paper "Implicit Neural Representation for Image Compression" at ECCV 2022

DeepPhaseUnwrap

This repository Introduces a joint convolutional and spatial quad-directional LSTM (SQD-LSTM) network for phase unwrapping in 2D images.

BSRT

Pytorch code for "BSRT: Improving Burst Super-Resolution with Swin Transformer and Flow-Guided Deformable Alignment", CVPRW, 1st place in NTIRE 2022 BurstSR Challenge (real-world track).

deep-burst-sr

Official implementation of Deep Burst Super-Resolution

GKMNet

The official code for the NeurIPS 2021 paper "Gaussian Kernel Mixture Network for Single Image Defocus Deblurring".

AT-Net

Learning to Restore Images Degraded by Atmospheric Turbulence Using Uncertainty

BIPNet

[CVPR 2022--Oral, Best paper Finalist] Burst Image Restoration and Enhancement. SOTA for Burst Super-resolution, Low-light Burst Image Enhancement, Burst Image De-noising

deep-rep

Official implementation of Deep Reparametrization of Multi-Frame Super-Resolution and Denoising

KAIR

Image Restoration Toolbox (PyTorch). Training and testing codes for DPIR, USRNet, DnCNN, FFDNet, SRMD, DPSR, BSRGAN, SwinIR