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admm-net

ADMM-net (for video SCI)

animation-from-blur

[ECCV2022] Animation from Blur: Multi-modal Blur Decomposition with Motion Guidance

basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet.

basicvsr_plusplus

Official repository of "BasicVSR++: Improving Video Super-Resolution with Enhanced Propagation and Alignment"

bin

Blurry Video Frame Interpolation (CVPR20)

centertrack

Simultaneous object detection and tracking using center points.

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

csendistance

Representation Based Regression for Object Distance Estimation

deep_image_prior

Image reconstruction done with untrained neural networks.

deeprft

The code for 'Deep Residual Fourier Transformation for Single Image Deblurring'

diffpir

"Denoising Diffusion Models for Plug-and-Play Image Restoration", Yuanzhi Zhu, Kai Zhang, Jingyun Liang, Jiezhang Cao, Bihan Wen, Radu Timofte, Luc Van Gool.

dpir

Plug-and-Play Image Restoration with Deep Denoiser Prior (IEEE TPAMI 2021) (PyTorch)

dstnet

This repository is the official PyTorch implementation of our CVPR2023 paper "Deep Discriminative Spatial and Temporal Network for Efficient Video Deblurring".

e-nerv

e2e_cnn_sci

End to End CNN for Reconstruction of Snapshot Compressive Imaging

edvr

Winning Solution in NTIRE19 Challenges on Video Restoration and Enhancement (CVPR19 Workshops) - Video Restoration with Enhanced Deformable Convolutional Networks

eld

A Physics-based Noise Formation Model for Extreme Low-light Raw Denoising (CVPR 2020 Oral & TPAMI 2021)

fcos

FCOS: Fully Convolutional One-Stage Object Detection (ICCV'19)

flowformer-official

handleoutlier

Handling Outliers in Non-blind Image Deconvolution

hnerv

A hybrid neural representation for videos

hydra-pytorch-lightning-seed

A Project Template Seed using Hydra, PyTorch and PyTorch-Lightning

improved-diffusion

Release for Improved Denoising Diffusion Probabilistic Models

kair

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

learn-optimizer-rgdn

Learning Deep Gradient Descent Optimization for Image Deconvolution. Dong Gong, Zhen Zhang, Qinfeng Shi, Anton van den Hengel, Chunhua Shen, Yanning Zhang. In IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2020.

learning-to-extract-a-video-sequence-from-a-single-motion-blurred-image

lightning-hydra-template

PyTorch Lightning + Hydra. A very general, feature-rich template for rapid and scalable ML experimentation with best practices. ⚡🔥⚡

lightning-hydra-template-1

Deep Learning project template best practices with Pytorch Lightning, Hydra, Tensorboard.

matlab_ipm

Using camera parameters to transform the original camera image into IPM.

metasci-cvpr2021