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Book Overview & Buying
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Table Of Contents
Hands-On Artificial Intelligence for IoT - Second Edition
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In this chapter, we’ll delve into the role of artificial intelligence (AI) in processing visual data from IoT systems. Visual data plays a critical role in IoT applications, powering solutions from smart surveillance to industrial automation and healthcare monitoring. This chapter builds on concepts introduced earlier in this book. Specifically, in Chapter 4, we explored convolutional neural networks (CNNs) and discussed key architectures that underpin modern computer vision systems. Here, we’ll extend that foundation, focusing on how these and other AI techniques can be tailored to handle the unique challenges of visual data in IoT environments.
Processing visual data in IoT introduces distinct challenges, such as handling large data volumes, ensuring real-time analysis, and deploying models on resource-constrained devices. This chapter addresses these aspects, emphasizing practical solutions for real-world IoT scenarios.
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