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Tinyml: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power

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Item specifics

Condition
Good: A book that has been read but is in good condition. Very minimal damage to the cover including ...
Book Title
Tinyml: Machine Learning with Tensorflow Lite on Arduino and Ultr
Publication Date
2020-01-21
Pages
501
ISBN
9781492052043
Subject Area
Computers, Science
Publication Name
Tinyml : Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers
Publisher
O'reilly Media, Incorporated
Item Length
9.1 in
Subject
Data Modeling & Design, General, Computer Vision & Pattern Recognition
Publication Year
2020
Type
Textbook
Format
Trade Paperback
Language
English
Item Height
1.1 in
Author
Daniel Situnayake, Pete Warden
Item Weight
30 Oz
Item Width
7 in
Number of Pages
501 Pages

About this product

Product Information

Neural networks are getting smaller. Much smaller. The OK Google team, for example, has run machine learning models that are just 14 kilobytes in size--small enough to work on the digital signal processor in an Android phone. With this practical book, you'll learn about TensorFlow Lite for Microcontrollers, a miniscule machine learning library that allows you to run machine learning algorithms on tiny hardware. Authors Pete Warden and Daniel Situnayake explain how you can train models that are small enough to fit into any environment, including small embedded devices that can run for a year or more on a single coin cell battery. Ideal for software and hardware developers who want to build embedded devices using machine learning, this guide shows you how to create a TinyML project step-by-step. No machine learning or microcontroller experience is necessary. Learn practical machine learning applications on embedded devices, including simple uses such as speech recognition and gesture detection Train models such as speech, accelerometer, and image recognition, you can deploy on Arduino and other embedded platforms Understand how to work with Arduino and ultralow-power microcontrollers Use techniques for optimizing latency, energy usage, and model and binary size

Product Identifiers

Publisher
O'reilly Media, Incorporated
ISBN-10
1492052043
ISBN-13
9781492052043
eBay Product ID (ePID)
4038667237

Product Key Features

Number of Pages
501 Pages
Language
English
Publication Name
Tinyml : Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers
Publication Year
2020
Subject
Data Modeling & Design, General, Computer Vision & Pattern Recognition
Type
Textbook
Subject Area
Computers, Science
Author
Daniel Situnayake, Pete Warden
Format
Trade Paperback

Dimensions

Item Height
1.1 in
Item Weight
30 Oz
Item Length
9.1 in
Item Width
7 in

Additional Product Features

LCCN
2020-277178
Dewey Edition
23
Target Audience
Scholarly & Professional
Illustrated
Yes
Dewey Decimal
006.31
Lc Classification Number
Q325.5.W37 2020

Item description from the seller

AlibrisBooks

AlibrisBooks

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Great book, thanks so much!!!!!!!!!!
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Excellent book, highly recommended seller!!!!
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Book arrived in good condition as described by seller. Thanks!