Deep learning approach for natural language processing, speech, and computer vision: techniques and use cases
"Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), Speech and Computer Vision tasks. It simplifies and presents the concepts of deep learning in...
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| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press
2023
|
| Edition: | First edition. |
| Subjects: | |
| Links: | https://learning.oreilly.com/library/view/-/9781000875607/?ar |
| Summary: | "Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), Speech and Computer Vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis. Features: Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and Natural Language Processing Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing Discovers deep learning frameworks and libraries for NLP, Speech and Computer vision in Python Gives insights into using the tools and libraries in python for real-world applications. Provides easily accessible tutorials, and real-world case studies with code to provide hands-on experience. This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing"-- |
| Item Description: | Includes bibliographical references and index. - Description based on print version record |
| Physical Description: | 1 Online-Ressource (xix, 225 Seiten) illustrations (black and white). |
| ISBN: | 9781000875607 1000875601 |
Staff View
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| spelling | Kumar, L. Ashok VerfasserIn aut Deep learning approach for natural language processing, speech, and computer vision techniques and use cases L. Ashok Kumar and D. Karthika Renuka First edition. Boca Raton, FL CRC Press 2023 ©2023 1 Online-Ressource (xix, 225 Seiten) illustrations (black and white). Text txt rdacontent Computermedien c rdamedia Online-Ressource cr rdacarrier Includes bibliographical references and index. - Description based on print version record "Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision provides an overview of general deep learning methodology and its applications of natural language processing (NLP), Speech and Computer Vision tasks. It simplifies and presents the concepts of deep learning in a comprehensive manner, with suitable, full-fledged examples of deep learning models, with aim to bridge the gap between the theoretical and the applications using case studies with code, experiments, and supporting analysis. Features: Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and Natural Language Processing Introduces contemporary applications of deep learning techniques as applied to audio, textual, and visual processing Discovers deep learning frameworks and libraries for NLP, Speech and Computer vision in Python Gives insights into using the tools and libraries in python for real-world applications. Provides easily accessible tutorials, and real-world case studies with code to provide hands-on experience. This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing"-- Natural language processing (Computer science) Computer vision Deep learning (Machine learning) Traitement automatique des langues naturelles Vision par ordinateur Apprentissage profond Computer vision (OCoLC)fst00872687 Deep learning (Machine learning) (OCoLC)fst02032663 Natural language processing (Computer science) (OCoLC)fst01034365 Renukay, D. Karthika 1981- VerfasserIn aut 9781032391656 Erscheint auch als Druck-Ausgabe 9781032391656 |
| spellingShingle | Kumar, L. Ashok Renukay, D. Karthika 1981- Deep learning approach for natural language processing, speech, and computer vision techniques and use cases Natural language processing (Computer science) Computer vision Deep learning (Machine learning) Traitement automatique des langues naturelles Vision par ordinateur Apprentissage profond Computer vision (OCoLC)fst00872687 Deep learning (Machine learning) (OCoLC)fst02032663 Natural language processing (Computer science) (OCoLC)fst01034365 |
| subject_GND | (OCoLC)fst00872687 (OCoLC)fst02032663 (OCoLC)fst01034365 |
| title | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases |
| title_auth | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases |
| title_exact_search | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases |
| title_full | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases L. Ashok Kumar and D. Karthika Renuka |
| title_fullStr | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases L. Ashok Kumar and D. Karthika Renuka |
| title_full_unstemmed | Deep learning approach for natural language processing, speech, and computer vision techniques and use cases L. Ashok Kumar and D. Karthika Renuka |
| title_short | Deep learning approach for natural language processing, speech, and computer vision |
| title_sort | deep learning approach for natural language processing speech and computer vision techniques and use cases |
| title_sub | techniques and use cases |
| topic | Natural language processing (Computer science) Computer vision Deep learning (Machine learning) Traitement automatique des langues naturelles Vision par ordinateur Apprentissage profond Computer vision (OCoLC)fst00872687 Deep learning (Machine learning) (OCoLC)fst02032663 Natural language processing (Computer science) (OCoLC)fst01034365 |
| topic_facet | Natural language processing (Computer science) Computer vision Deep learning (Machine learning) Traitement automatique des langues naturelles Vision par ordinateur Apprentissage profond |
| work_keys_str_mv | AT kumarlashok deeplearningapproachfornaturallanguageprocessingspeechandcomputervisiontechniquesandusecases AT renukaydkarthika deeplearningapproachfornaturallanguageprocessingspeechandcomputervisiontechniquesandusecases |