Skip to content
master
Switch branches/tags
Code

Files

Permalink
Failed to load latest commit information.
Type
Name
Latest commit message
Commit time
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Attention Gated Networks
(Image Classification & Segmentation)

Pytorch implementation of attention gates used in U-Net and VGG-16 models. The framework can be utilised in both medical image classification and segmentation tasks.


The schematics of the proposed Attention-Gated Sononet


The schematics of the proposed additive attention gate

References:

  1. "Attention-Gated Networks for Improving Ultrasound Scan Plane Detection", MIDL'18, Amsterdam
    Conference Paper
    Conference Poster

  2. "Attention U-Net: Learning Where to Look for the Pancreas", MIDL'18, Amsterdam
    Conference Paper
    Conference Poster

Installation

pip install --process-dependency-links -e .

About

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

Topics

Resources

License

Releases

No releases published

Packages

No packages published

Languages