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Deep Learning in Mining of Visual Content

Deep Learning in Mining of Visual Content

Paperback

Series: Springerbriefs in Computer Science

DatabasesGeneral Computers

ISBN10: 3030343758
ISBN13: 9783030343750
Publisher: Springer
Published: Jan 23 2020
Pages: 110
Weight: 0.42
Height: 0.28 Width: 6.14 Depth: 9.21
Language: English
This book provides the reader with the fundamental knowledge in the area of deep learning with application to visual content mining. The authors give a fresh view on Deep learning approaches both from the point of view of image understanding and supervised machine learning. It contains chapters which introduce theoretical and mathematical foundations of neural networks and related optimization methods. Then it discusses some particular very popular architectures used in the domain: convolutional neural networks and recurrent neural networks.

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General Computers