Deep Learning on Embedded Systems: A Hands-On Approach Using Jetson Nano and Raspberry Pi
Author:   Tariq M. Arif (Weber State University, UT)
Publisher:   John Wiley & Sons Inc
ISBN:  

9781394269266


Pages:   256
Publication Date:   27 March 2025
Format:   Hardback
Availability:   Available To Order   Availability explained
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Deep Learning on Embedded Systems: A Hands-On Approach Using Jetson Nano and Raspberry Pi


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Author:   Tariq M. Arif (Weber State University, UT)
Publisher:   John Wiley & Sons Inc
Imprint:   John Wiley & Sons Inc
Weight:   0.680kg
ISBN:  

9781394269266


ISBN 10:   1394269269
Pages:   256
Publication Date:   27 March 2025
Audience:   College/higher education ,  Professional and scholarly ,  Undergraduate ,  Professional & Vocational
Format:   Hardback
Publisher's Status:   Active
Availability:   Available To Order   Availability explained
We have confirmation that this item is in stock with the supplier. It will be ordered in for you and dispatched immediately.

Table of Contents

Preface x Acknowledgment xi Biography xii About the Companion Website xiii 1 Introduction 1 2 Fundamentals of Deep Learning 15 3 Convolutional and Recurrent Neural Network 27 4 Deep Learning Using PyTorch 41 5 Introduction to Jetson Nano and Setup 59 6 Linux Terminal Overview 85 7 Docker Engine Setup 107 8 Dataset Development 121 9 Training Model for Image Classification 133 10 Object Detection with Classification 149 11 Deploy Deep Learning Models on Jetson Nano 169 12 Trained PyTorch Model: From Desktop PC to Jetson Nano 177 13 Setting up Raspberry Pi 187 14 Deploy Deep Learning Models on Raspberry Pi 209 15 Trained PyTorch Model: From Desktop PC to Raspberry Pi 225 Index 235

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Author Information

Tariq M. Arif, PhD, is an Associate Professor at WSU since 2019. Prior to that, he worked at the University of Wisconsin, Platteville. His primary research interests include artificial intelligence and genetic algorithms for robotics control, computer vision, and biomedical simulations involving machine learning algorithms. He also worked in the Japanese automobile industry for three and a half years as a CAD/CAE engineer.

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