Ragav Venkatesan,
Baoxin Li
Convolutional Neural Networks in Visual Computing
A Concise Guide
Gebonden Engels 2017 1e druk 9781498770392Levertijd ± 11 werkdagen
Gratis verzonden
Samenvatting
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.
Specificaties
ISBN13:9781498770392
Taal:Engels
Bindwijze:Gebonden
Aantal pagina's:168
Uitgever:CRC Press
Druk:1
Hoofdrubriek:Wetenschap en techniek, Computer en informatica
Serie:Data-Enabled Engineering
Lezersrecensies
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Inhoudsopgave
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
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