State-of-the-art ML in UWP

In this post I show how to use a state-of-the-art machine learning model to implement Salient Object Detection and Image Segmentation. I then show how this model can be used to provide local inference capabilities entirely within a UWP app. A while ago I found myself prototyping a UI in which I wanted to show portrait images of people.