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Mastering Computer Vision with TensorFlow 2.x
book

Mastering Computer Vision with TensorFlow 2.x

by Krishnendu Kar
May 2020
Beginner to intermediate
430 pages
10h 39m
English
Packt Publishing
Content preview from 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 ...

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Publisher Resources

ISBN: 9781838827069