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HiLab-git avatar

HiLab-git/CA-Net

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175 Stars·40 Forks·Python·4 Aufrufe

CA Net

This repository provides the code for "CA-Net: Comprehensive attention Convolutional Neural Networks for Explainable Medical Image Segmentation". Our work now is available on [Arxiv][paperlink]. Our work is accepted by [TMI][tmilink].

Features

  • Attention Mechanisms - Comprehensive attention for medical image segmentation.

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Häufig gestellte Fragen

Was macht hilab-git/ca-net?

This repository provides the code for "CA-Net: Comprehensive attention Convolutional Neural Networks for Explainable Medical Image Segmentation". Our work now is available on [Arxiv][paperlink]. Our work is accepted by [TMI][tmilink].

Was sind die Hauptfunktionen von hilab-git/ca-net?

Die Hauptfunktionen von hilab-git/ca-net sind: Attention Mechanisms.

Welche Open-Source-Alternativen gibt es zu hilab-git/ca-net?

Open-Source-Alternativen zu hilab-git/ca-net sind unter anderem: 13952522076/spanet — The table prvoides the models and results of various models on CIFAR100. Learning rate =0.1 and will be divided by 10… andrew-qibin/coordattention — This repository is a PyTorch implementation of our coordinate attention (will appear in CVPR2021). anita-hu/msaf — Code for the paper MSAF: Multimodal Split Attention Fusion. This is our implementation of the MSAF module and the… ardhendubehera/cap — A repository for the code used to create and train the model defined in 'Context-aware Attentional Pooling (CAP) for… bangguwu/ecanet — ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks. 13952522076/dcanet — Figure 1. Illustration of our DCANet. We visualize intermediate feature activation using Grad-CAM. Vanilla SE-ResNet50…