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Venkatesan / Li

Convolutional Neural Networks in Visual Computing

A Concise Guide

Medium: Buch
ISBN: 978-1-4987-7039-2
Verlag: CRC Press
Erscheinungstermin: 01.09.2017
Lieferfrist: bis zu 10 Tage

This book covers the fundamentals in designing and deploying techniques using deep architectures. It is intended to serve as a beginner's guide to engineers or students who want to have a quick start on learning and/or building deep learning systems. This book provides a good theoretical and practical understanding and a complete toolkit of basic information and knowledge required to understand and build convolutional neural networks (CNN) from scratch. The book focuses explicitly on convolutional neural networks, filtering out other material that co-occur in many deep learning books on CNN topics.


Produkteigenschaften


  • Artikelnummer: 9781498770392
  • Medium: Buch
  • ISBN: 978-1-4987-7039-2
  • Verlag: CRC Press
  • Erscheinungstermin: 01.09.2017
  • Sprache(n): Englisch
  • Auflage: 1. Auflage 2017
  • Serie: Data-Enabled Engineering
  • Produktform: Gebunden
  • Gewicht: 500 g
  • Seiten: 186
  • Format (B x H): 156 x 234 mm
  • Ausgabetyp: Kein, Unbekannt
Autoren/Hrsg.

Autoren

Dedication; Acknowledgements; About the Author; Preface; Chapter 1: Introduction to visual computing; Chapter 2: Learning as a regression problem; Chapter 3: Artificial neural networks; Chapter 4: Convolutional neural networks; Chapter 5: Modern and novel usages of CNNs; Appendix; Postscript