Concepts and Real-Time Applications of Deep Learning | ISBN 9783030761691

Concepts and Real-Time Applications of Deep Learning

herausgegeben von Smriti Srivastava, Manju Khari, Ruben Gonzalez Crespo, Gopal Chaudhary und Parul Arora
Mitwirkende
Herausgegeben vonSmriti Srivastava
Herausgegeben vonManju Khari
Herausgegeben vonRuben Gonzalez Crespo
Herausgegeben vonGopal Chaudhary
Herausgegeben vonParul Arora
Buchcover Concepts and Real-Time Applications of Deep Learning  | EAN 9783030761691 | ISBN 3-030-76169-X | ISBN 978-3-030-76169-1

Concepts and Real-Time Applications of Deep Learning

herausgegeben von Smriti Srivastava, Manju Khari, Ruben Gonzalez Crespo, Gopal Chaudhary und Parul Arora
Mitwirkende
Herausgegeben vonSmriti Srivastava
Herausgegeben vonManju Khari
Herausgegeben vonRuben Gonzalez Crespo
Herausgegeben vonGopal Chaudhary
Herausgegeben vonParul Arora

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.