One of the hottest topics in computing at the moment is machine learning. In this chapter, we are going to step into the world of machine learning and look at using the popular TensorFlow.js package to perform image classification, as well as to detect poses. As a break from Angular and React, we will move on to Vue.js to provide our client implementation.

The following topics will be covered in this chapter:

• What machine learning is and how it relates to AI
• How to install Vue
• Creating an application with Vue
• Showing a home page with the Vue template
• Using routing in Vue
• What Convolutional Neural Networks (CNNs) are
• How models are trained in TensorFlow
• Building an image classification class using pre-trained TensorFlow models
• The image types that TensorFlow supports for image classification and pose detection
• Using pose detection to show body joints