Concepts and Real-Time Applications of Deep Learning

Manju Khari editor Gopal Chaudhary editor Smriti Srivastava editor Rubén González Crespo editor Parul Arora editor

Format:Hardback

Publisher:Springer Nature Switzerland AG

Published:24th Sep '21

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Concepts and Real-Time Applications of Deep Learning cover

This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning architectures. The book discusses various artificial intelligence (AI) techniques based on deep learning architecture with applications in natural language processing, semantic knowledge, forecasting and many more.  The authors shed light on various applications that can benefit from the use of deep learning in pattern recognition, person re-identification in surveillance videos, action recognition in videos, image and video captioning. The book also highlights how deep learning concepts can be interwoven with more modern concepts to yield applications in multidisciplinary fields.

  • Presents a comprehensive look at deep learning and its multidisciplinary applications, concentrating on advances of deep learning architectures;
  • Includes a survey of deep learning problems and solutions, identifying the main open issues, innovations and latest technologies;
  • Shows industrial deep learning in practice with examples/cases, efforts, challenges, and strategic approaches.

ISBN: 9783030761660

Dimensions: unknown

Weight: 500g

209 pages

1st ed. 2021