AI for Iot with Tensorflow Lite and Edge Impulse: Building Intelligent Edge Devices with Machine Learning
暫譯: 使用 TensorFlow Lite 和 Edge Impulse 的物聯網 AI:構建智能邊緣設備的機器學習
A. Champagne, Michael
- 出版商: Independently Published
- 出版日期: 2025-05-22
- 售價: $940
- 貴賓價: 9.8 折 $921
- 語言: 英文
- 頁數: 366
- 裝訂: Quality Paper - also called trade paper
- ISBN: 9798284877968
- ISBN-13: 9798284877968
-
相關分類:
TensorFlow、物聯網 IoT
無法訂購
商品描述
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!
商品描述(中文翻譯)
描述
你是否曾想像過一個世界,在這個世界裡,你的日常設備不僅僅是連接,而是能夠思考?在這裡,你的家能預測你的需求,你的車輛能在問題發生之前預測故障,或者一個小型傳感器能夠真正聽到機器在尋求幫助的聲音?
事實是,儘管我們被「智慧」設備所包圍,但要釋放它們真正的潛力,使其能夠智能行動,尤其是在沒有持續網路的地方,仍然是一個重大挑戰。你如何給一個小型、電池供電的裝置賦予理解圖像、識別聲音或即時發現異常的智慧,同時保持數據的私密性和低成本?
這本書是你跨越這一鴻溝的友好指南。我們將揭開物聯網的人工智慧(AIoT)的神秘面紗,向你展示如何在網路的「邊緣」將日常設備注入智慧。你將發現像 TensorFlow Lite 和 Edge Impulse 這樣的強大技術如何將普通設備轉變為智能、主動的夥伴。
想像一下這些可能性:預測性維護能在設備故障之前修復問題,為你節省金錢;真正理解所見的智能安全攝像頭;或是即使在離線狀態下也能立即響應的語音啟動設備。本書將複雜的概念分解為簡單、可行的步驟,並充滿了現實世界的例子和你今天可以使用的代碼。
在這段旅程結束時,你不僅會理解 AIoT;你將有能力構建自己的智能邊緣設備,準備解決真實問題,創造你曾經夢想的未來。
準備好用強大的 AI 讓你的物聯網想法變為現實了嗎?立即獲取你的副本,開始一個智能設備一個接一個地建造未來!