This book examines how AI is revolutionizing our understanding of cities and presents a comprehensive framework for applying visual AI in urban contexts. Chapters address critical concerns about surveillance, privacy, and algorithmic bias, offering a nuanced perspective on the ethical implications of urban visual intelligence.