Convolutional Neural Networks in Visual Computing

A Concise Guide

Nonfiction, Computers, Advanced Computing, Theory, Programming, Systems Analysis, Science & Nature, Technology, Engineering
Cover of the book Convolutional Neural Networks in Visual Computing by Baoxin Li, Ragav Venkatesan, CRC Press
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Author: Baoxin Li, Ragav Venkatesan ISBN: 9781351650328
Publisher: CRC Press Publication: October 23, 2017
Imprint: CRC Press Language: English
Author: Baoxin Li, Ragav Venkatesan
ISBN: 9781351650328
Publisher: CRC Press
Publication: October 23, 2017
Imprint: CRC Press
Language: English

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.

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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.

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