AI and ML Techniques in Image Processing and Object Detection

By: Lalit Kumar Awasthi and Maheep Singh and Raj Singh and Sandeep Chand Kumain

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Synopsis: This book highlights the evolution and interdisciplinary approach of AI and ML in image processing, tracing historical development and exploring their convergence with different fields. It delves into optimizing neural architectures and making deep learning models interpretable while exploring recent trends like versatile CNN applications and edge computing deployment. The intersection of AI and creativity, dynamic transfer learning, and domain adaptation are discussed alongside object detection techniques and reinforcement learning. It examines advanced applications in satellite imagery, healthcare, and smart cities, addressing ethical considerations like bias mitigation and transparency. This book also outlines future trends such as quantum-inspired computing and the evolution of edge AI ecosystems.

Book Quality:: Publisher Quality
ISBN-13:: 9789819674459
Related ISBNs:: 9789819674442
Publisher:: Springer Nature Singapore
Date of Addition:: 09/12/25
Copyrighted By:: The Editor
Adult content:: No
Language:: English
Has Image Descriptions:: No
Categories:: Nonfiction, Computers and Internet, Technology, Mathematics and Statistics
Submitted By:: Bookshare Staff
Usage Restrictions:: This is a copyrighted book.
Edited by:: Sandeep Chand Kumain
Edited by:: Maheep Singh
Edited by:: Lalit Kumar Awasthi
Edited by:: Raj Singh