Convolutional Neural Networks in Visual Computing: A Concise Guide

Convolutional Neural Networks in Visual Computing: A Concise Guide
ISBN-10
1351650327
ISBN-13
9781351650328
Category
Computers
Pages
204
Language
English
Published
2017-10-23
Publisher
CRC Press
Authors
Baoxin Li, Ragav Venkatesan

Description

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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