The project we are going to write in this chapter is the one that excited me the most when I was writing the proposal for this book. I have a long-term love affair with all things AI; the topic fascinates me. With the rise of frameworks such as TensorFlow.js (I'll be shortening this to just TensorFlow), the ability to perform sophisticated machine learning has never been more readily available outside of academia. As I said, this chapter really got me excited, so we aren't going to use just one machine learning operation—we are going to use image classification to determine what is in a picture and we will use pose detection to draw the key points, such as the major joints and major facial landmarks of a person.
Working alongside the GitHub code, this topic should take about an hour to complete and, when you have finished it, it should look...