In the context of strong digital transformation globally, security systems in buildings, offices, factories or smart cities no longer stop at ordinary surveillance functions. Instead, the increasing demand for proactive monitoring, real-time alerts and behavior analysis has opened great opportunities for applying AI to security camera systems.