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商品詳細
Concepts and Real-Time Applications of Deep Learning. 2022 ed.
・ISBN 978-3-030-76166-0 hard EUR 139.99
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| 著者・編者 | Srivastava, Smriti / Khari, Manju / Gonzalez Crespo, Ruben / Chaudhary, Gopal / Arora, Parul (eds.), |
|---|---|
| シリーズ | (EAI/Springer Innovations in Communication and Computing) |
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2021 |
| ページ数 | 209 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-81843＞ |
解説
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.