Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Image_segmentation	2,186	a year ago					Python
Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.
Transformer Explainability	1,596	5 months ago			9	mit	Jupyter Notebook
[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.
Danet	1,556	4 years ago			33	mit	Python
Dual Attention Network for Scene Segmentation (CVPR2019)
Unet Segmentation Pytorch Nest Of Unets	1,236	2 years ago			1	mit	Python
Implementation of different kinds of Unet Models for Image Segmentation - Unet , RCNN-Unet, Attention Unet, RCNN-Attention Unet, Nested Unet
Attention Gated Networks	1,099	4 years ago				mit	Python
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
Ccnet	1,061	3 years ago			48	mit	Python
CCNet: Criss-Cross Attention for Semantic Segmentation (TPAMI 2020 & ICCV 2019).
Awesome Fast Attention	717	3 years ago				gpl-3.0	Python
list of efficient attention modules
Emanet	507	4 years ago			8	gpl-3.0	Python
The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)
Medical Transformer	484	2 years ago			18	mit	Python
Official Pytorch Code for "Medical Transformer: Gated Axial-Attention for Medical Image Segmentation" - MICCAI 2021
Point Transformer Pytorch	402	2 years ago	8	February 12, 2022	10	mit	Python
Implementation of the Point Transformer layer, in Pytorch

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Image_segmentation ⭐ 2,186

Pytorch implementation of U-Net, R2U-Net, Attention U-Net, and Attention R2U-Net.

most recent commit a year ago

Transformer Explainability ⭐ 1,596

[CVPR 2021] Official PyTorch implementation for Transformer Interpretability Beyond Attention Visualization, a novel method to visualize classifications by Transformer based networks.

most recent commit 5 months ago

Danet ⭐ 1,556

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most recent commit 2 years ago

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Medical Transformer ⭐ 484

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