TinyML pdf epub mobi txt 電子書 下載 2024


TinyML

簡體網頁||繁體網頁
Pete Warden
O'Reilly Media
2020-1-4
350
USD 49.99
Paperback
9781492052043

圖書標籤: 軟件工程  計算機科學  人工智能與信息處理   


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发表于2024-11-23

TinyML epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

TinyML epub 下載 mobi 下載 pdf 下載 txt 電子書 下載 2024

TinyML pdf epub mobi txt 電子書 下載 2024



圖書描述

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

TinyML 下載 mobi epub pdf txt 電子書

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TinyML pdf epub mobi txt 電子書 下載
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