Deep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases 1st Edition
by L. Ashok Kumar(Author), D. Karthika Renuka(Author)
Publisher Finelybook 出版社: CRC Press; 1st edition (May 22, 2023)
Language 语言: English
pages 页数: 226 pages
ISBN-10 书号: 1032391650
ISBN-13 书号: 9781032391656
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 an aim to bridge the gap between the theory and the applications using case studies with code, experiments, and supporting analysis.
Covers latest developments in deep learning techniques as applied to audio analysis, computer vision, and NLP
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 codes to provide hands-on experience.
This book is aimed at researchers and graduate students in computer engineering, image, speech, and text processing.