Popular GitHub Repositories for Image Deblurring

The state-of-the-art image restoration model without nonlinear activation functions.

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

[CVPR 2021] Multi-Stage Progressive Image Restoration. SOTA results for Image deblurring, deraining, and denoising.

[CVPR 2022] Official implementation of the paper "Uformer: A General U-Shaped Transformer for Image Restoration".

A Collection of Papers and Codes for ICCV2021 Low Level Vision and Image Generation

Deep learning in motion deblurring: current status, benchmarks and future prospects[J], The Visual Computer, 2024.

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

ProRes: Exploring Degradation-aware Visual Prompt for Universal Image Restoration

On-Demand Learning for Deep Image Restoration (ICCV 2017)

Image deblurring with Convolutional Neural Networks. Scripts & Neural network models available here

Blur Conversion for Unsupervised Image Deblurring (CVPR'24)

In this Repository you will find project like Image Classification(binary and more that two class),Image Generation,pretrained model ,Image Reconstruction,Image Segmentation using Keras,Tensorflow,FastAi,OpenCV