At the vanguard of this strategic shift are unauthorized access alerts, sophisticated notification mechanisms designed to instantly inform security stakeholders of potential breaches. These systems serve as the digital

​ In the contemporary landscape of digital surveillance, the mere act of recording video footage is no longer sufficient for maintaining a robust security posture; organizations now require intelligent systems capable of actively interpreting visual data. This imperative has led to the widespread adoption of object detection , a sophisticated computer vision technology that serves as the cognitive cortex of modern monitoring solutions. Unlike passive recording devices that si