TinyML Cookbook_Gian Marco Iodice.pdf

TinyML Cookbook Combine artificial intelligence and ultra-low-power embedded devices to make the world smarter Gian Marco Iodice BIRMINGHAM—MUMBAI TinyML Cookbook Copyright © 2022 Packt Publishing All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews. Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author(s), nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book. Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information. Publishing Product Manager: Devika Battike Senior Editors: Roshan Kumar, Nathanya Dias Content Development Editor: Tazeen Shaikh Technical Editor: Rahul Limbachiya Copy Editor: Safis Editing Project Coordinator: Aparna Ravikumar Nair Proofreader: Safis Editing Indexer: Hemangini Bari Production Designer: Shankar Kalbhor Marketing Coordinator: Abeer Dawe First published: April 2022 Production reference: 2290322 Published by Packt Publishing Ltd. Livery Place 35 Livery Street Birmingham B3 2PB, UK. ISBN 978-1-80181-497-3 www.packt.com While the publisher and the author have taken every precaution to ensure that information contained in this book is accurate, neither the publisher nor the author assumes any responsibility for errors, omissions, or damages to persons or proprieties from the use of the information contained herein. TinyML is a registered trademark of t