Skip to Main Content
TinyML Cookbook
book

TinyML Cookbook

by Gian Marco Iodice
April 2022
Intermediate to advanced content levelIntermediate to advanced
344 pages
7h 18m
English
Packt Publishing
Content preview from TinyML Cookbook

Chapter 6: Building a Gesture-Based Interface for YouTube Playback

Gesture recognition is a technology that interprets human gestures to allow people to interact with their devices without touching buttons or displays. This technology is now in various consumer electronics (for example, smartphones and game consoles) and involves two principal ingredients: a sensor and a software algorithm.

In this chapter, we will show you how to use accelerometer measurements in conjunction with machine learning (ML) to recognize three hand gestures with the Raspberry Pi Pico. These recognized gestures will then be used to play/pause, mute/unmute, and change YouTube videos on our PC.

We will start by collecting the accelerometer data to build the gesture recognition ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

TinyML Cookbook - Second Edition

TinyML Cookbook - Second Edition

Gian Marco Iodice
TinyML

TinyML

Pete Warden, Daniel Situnayake
bash Cookbook

bash Cookbook

Carl Albing, JP Vossen, Cameron Newham

Publisher Resources

ISBN: 9781801814973Supplemental Content