AI and ML Techniques in Image Processing and Object Detection

Know about the book -

AI and ML Techniques in Image Processing and Object Detection is written by Sandeep Chand Kumain and published by Springer Nature. It's available with International Standard Book Number or ISBN identification 981967445X (ISBN 10) and 9789819674459 (ISBN 13).

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.