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AI for Iot with Tensorflow Lite and Edge Impulse: Building Intelligent Edge Devices with Machine Learning
商品資訊
ISBN13：9798284877968
出版社：Independently published
作者：Michael A. Champagne
出版日：2025/05/22
裝訂：平裝
規格：22.9cm*15.2cm*1.9cm (高/寬/厚)
商品簡介
商品簡介
Description
Have you ever imagined a world where your everyday devices don't just connect, but think? Where your home anticipates your needs, your car predicts a problem before it happens, or a tiny sensor can literally hear a machine asking for help?
The truth is, while we're surrounded by "smart" devices, unlocking their true potential to act intelligently, especially in places without constant internet, remains a significant challenge. How do you give a small, battery-powered gadget the brainpower to understand images, recognize sounds, or spot an anomaly in real-time, all while keeping your data private and costs low?
This book is your friendly guide to bridging that gap. We'll demystify Artificial Intelligence for the Internet of Things (AIoT), showing you how to infuse everyday devices with intelligence right where the action happens-at the "edge" of the network. You'll discover how powerful technologies like TensorFlow Lite and Edge Impulse transform ordinary gadgets into smart, proactive companions.
Imagine the possibilities: predictive maintenance that saves you money by fixing things before they break, smart security cameras that truly understand what they see, or voice-activated devices that respond instantly, even offline. This book breaks down complex concepts into simple, actionable steps, filled with real-world examples and code you can use today.
By the end of this journey, you won't just understand AIoT; you'll be empowered to build your own intelligent edge devices, ready to solve real problems and create the future you've only dreamed of.
Ready to bring your IoT ideas to life with powerful AI? Grab your copy now and start building the future, one smart device at a time!
Have you ever imagined a world where your everyday devices don't just connect, but think? Where your home anticipates your needs, your car predicts a problem before it happens, or a tiny sensor can literally hear a machine asking for help?
The truth is, while we're surrounded by "smart" devices, unlocking their true potential to act intelligently, especially in places without constant internet, remains a significant challenge. How do you give a small, battery-powered gadget the brainpower to understand images, recognize sounds, or spot an anomaly in real-time, all while keeping your data private and costs low?
This book is your friendly guide to bridging that gap. We'll demystify Artificial Intelligence for the Internet of Things (AIoT), showing you how to infuse everyday devices with intelligence right where the action happens-at the "edge" of the network. You'll discover how powerful technologies like TensorFlow Lite and Edge Impulse transform ordinary gadgets into smart, proactive companions.
Imagine the possibilities: predictive maintenance that saves you money by fixing things before they break, smart security cameras that truly understand what they see, or voice-activated devices that respond instantly, even offline. This book breaks down complex concepts into simple, actionable steps, filled with real-world examples and code you can use today.
By the end of this journey, you won't just understand AIoT; you'll be empowered to build your own intelligent edge devices, ready to solve real problems and create the future you've only dreamed of.
Ready to bring your IoT ideas to life with powerful AI? Grab your copy now and start building the future, one smart device at a time!
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