000 01754 a2200193 4500
005 20251030145305.0
020 _a9781032391663
082 _a006.35 ASH
100 _aAshok Kumar, L
245 _aDeep Learning Approach for Natural Language Processing, Speech, and Computer Vision: Techniques and Use Cases
260 _bCRC Press
_c2023
_aBoca Raton
300 _a225
520 _aDeep 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 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.
650 _aComputer Vision
650 _aNatural Language
650 _aDeep Learning
700 _aKarthika Renuka, D
942 _cBK
_2ddc
999 _c51863
_d51863