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.

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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
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GPSR Compliance The European Union's (EU) General Product Safety Regulation (GPSR) is a set of rules that requires consumer products to be safe and our obligations to ensure this. If you have any concerns about our products you can contact us on ProductSafety@springernature.com. In case Publisher is established outside the EU, the EU authorized representative is: Springer Nature Customer Service Center GmbH Europaplatz 3 69115 Heidelberg, Germany ProductSafety@springernature.com
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Produktdetaljer

ISBN
9783030761660
Publisert
2021-09-24
Utgiver
Springer Nature Switzerland AG
Høyde
235 mm
Bredde
155 mm
Aldersnivå
Research, P, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
10