This work presents an AI-powered intelligent surveillance system for real-time human detection, tracking, behavior analysis, and zone-based monitoring using YOLOv8 and DeepSORT. The system integrates anomaly detection, rule-based alerts, and dashboard visualization to enhance security monitoring. It operates in a modular pipeline including preprocessing, detection, tracking, and alert generation, providing efficient and automated surveillance for real-world applications.
Bhuvan et al. (Sat,) studied this question.