Mastering Computer Vision with TensorFlow 2.x

Action recognition using various methods

An accelerometer measures the x, y, and z component of accelerations, as shown in the following diagram:

This property of the accelerometer enables it to be placed in a wearable device, such as a cell phone mounted on a person's wrist with a wrist band, smartwatch, or even in a shoe, to measure the XYZ component of acceleration. In this section, we will learn how accelerometer data can be analyzed using neural networks to identify human activity. We will develop a machine learning model with TensorFlow. This is the only section of this book that discusses how to use raw data without an image and how ...