The advent of deep learning and advanced behavioral analytics has transformed video surveillance from a passive observation tool into a proactive security asset. In the modern CCTV Camera Market, the ability to recognize patterns and detect anomalies in real-time is becoming a standard requirement for high-security applications. These systems can now distinguish between a human, an animal, and...