Pancreas Segmentation using Attention U-Net [with code]

In this article, we are going to walk through a smart way to reduce the computation power needed for an biomedical image analysis which is attention and its use in computer vision tasks. We solve the problem of Pancreas Segmentation using Attention U-Net and implement it in Python using TensorFlow.

This is a strong project for Deep Learning portfolio.

Table of contents:

Introduction and problem statementWhat is attention?How we modify the basic U-Net model?MethodologyAttention Gates in U-N...