Deep Learning in Visual Computing : Explanations and Examples

Summary: "This book provides a unique insight into the explosive area of deep machine learning and how the challenges in visual computing can be tackled through this novel method of machine learning. The book introduces the reader to the world of deep neural network architectures with easy to understand explanations. From face recognition to image classification for diagnosis of cancer, the book provides unique examples of solved problems in applied visual computing using deep learning. Interested and enthusiastic readers of modern machine learning methods will find this book easy to follow. They will find this book as a handy guide for designing and implementing their own projects in the field of visual computing"--

Record details

ISBN: 9780367549633
ISBN: 9780367549626
ISBN: 1003091350
ISBN: 9781003091356
ISBN: 1000625427
ISBN: 9781000625424
ISBN: 1000625451
ISBN: 9781000625455
Physical Description: 1 online resource (131 pages)
remote
Edition: First edition.
Publisher: Boca Raton : CRC Press ; Taylor and Francis Group, 2022.

Content descriptions

Bibliography, etc. Note:	Includes bibliographical references and index.
Formatted Contents Note:	The foundations of deep learning -- Deep learning models for visual computing -- Deep face recognition -- Age estimation from face images using deep learning -- The nose and ethnicity -- Analysis of skin burns using deep learning -- Deep learning approaches to cancer diagnosis using histopathological images -- A deep transfer learning model for the analysis of electrocardiograms -- Advances in visual computing through deep learning -- Frontiers and challenges in deep learning for visual computing.
Source of Description Note:	Description based on print version record and CIP data provided by publisher; resource not viewed.