Video surveillance has become an indispensable tool for enhancing security in urban environments. However, traditional CCTV systems often fall short in effectively analyzing threats. The advent of artificial intelligence (AI) has revolutionized video surveillance, enabling cities to achieve unprecedented levels of safety. AI-powered systems leverag