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Hardcover

AI and ML Techniques in Image Processing and Object Detection

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Total $4,839.75

Hardcover · 232 pages Springer Nature Singapore · 2025

Format

Hardcover
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About the book

AI and ML Techniques in Image Processing and Object Detection

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.

 



Details

Publisher
Springer Nature Singapore
Format
Hardcover
Published
Aug 12, 2025
ISBN-13
9789819674442
Pages
232
Printing
Printed on demand
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25 – 49 $193.59 12% off list
50 – 99 $191.39 13% off list
100+ $189.19 14% off list
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