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AI and ML Techniques in Image Processing and Object Detection

AI and ML Techniques in Image Processing and Object Detection

0 - Default Title
Description
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.
Product details
Number of Pages:
248
Release Date:
2025-08-12
Publication Date:
2025-08-12
Publisher:
Springer
Languages:
Original: English
ISBN10:
9819674441
ISBN13:
9789819674442
GPSR Manufacturer Reference:
Weight:
584 g
Height:
160 cm
Width:
241 cm
Thickness:
19 cm
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