Image Segmentation

In this post I will explain Image Segmentation, focusing on the architecture of the models used to perform this task. Fully Convolutional Networks and U-Net will be at the center of the discussion. Disclaimer: These notes are for the most part a collection of concepts taken from the slides of the ‘Artificial Neural Networks and Deep Learning’ course at Polytechnic of Milan and from some other online resources. I am just putting together all the information to study for the exam and I thought it would be a good idea to upload them here since they can be useful for someone interested in this topic....

December 1, 2019