Introduction Closed-Circuit Television (CCTV) cameras are an essential tool in modern surveillance systems, widely deployed in residential, commercial, and public spaces to enhance security and monitor activities. With advancements in imaging, connectivity, and analytics, today’s CCTV systems go beyond passive recording — offering intelligent features like motion detection, night...