TinyML: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers | 誠品線上

TinyML: TensorFlow Lite機器學習

作者 Pete Warden/ Daniel Situnayake
出版社 Ingram International Inc
商品描述 TinyML: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers:Deeplearningnetworksaregettingsmaller.Muchsmaller.TheGoogleAssist

內容簡介

內容簡介 Deep learning networks are getting smaller. Much smaller. The Google Assistant team can detect words with a model just 14 kilobytes in size--small enough to run on a microcontroller. With this practical book you'll enter the field of TinyML, where deep learning and embedded systems combine to make astounding things possible with tiny devices.Pete Warden and Daniel Situnayake explain how you can train models small enough to fit into any environment. Ideal for software and hardware developers who want to build embedded systems using machine learning, this guide walks you through creating a series of TinyML projects, step-by-step. No machine learning or microcontroller experience is necessary.Build a speech recognizer, a camera that detects people, and a magic wand that responds to gesturesWork with Arduino and ultra-low-power microcontrollersLearn the essentials of ML and how to train your own modelsTrain models to understand audio, image, and accelerometer dataExplore TensorFlow Lite for Microcontrollers, Google's toolkit for TinyMLDebug applications and provide safeguards for privacy and securityOptimize latency, energy usage, and model and binary size

作者介紹

作者介紹 Pete Warden is technical lead for mobile and embedded TensorFlow. He was CTO and founder of Jetpac, which was acquired by Google in 2014, and previously worked at Apple. He was a founding member of the TensorFlow team, and blogs about practical deep learning at https: petewarden.com.Daniel Situnayake leads developer advocacy for TensorFlow Lite at Google. He co-founded Tiny Farms, the first US company using automation to produce insect protein at industrial scale. He began his career lecturing in automatic identification and data capture at Birmingham City University.

商品規格

書名 / TinyML: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers
作者 / Pete Warden Daniel Situnayake
簡介 / TinyML: Machine Learning with Tensorflow Lite on Arduino and Ultra-Low-Power Microcontrollers:Deeplearningnetworksaregettingsmaller.Muchsmaller.TheGoogleAssist
出版社 / Ingram International Inc
ISBN13 / 9781492052043
ISBN10 / 1492052043
EAN / 9781492052043
誠品26碼 / 2682073799005
頁數 / 504
注音版 /
裝訂 / P:平裝
語言 / 3:英文
尺寸 / 23.3x17.8x2.6
級別 / N:無
重量(g) / 793.8

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