The system enables real-time monitoring of public transport through intelligent image analysis, enhancing passenger safety and operational efficiency. It automatically detects incidents such as falls, violence, suspicious behaviour, abandoned luggage, and dangerous objects like weapons. Integrated behavioural analytics allow early identification of emergencies, enabling a faster and more effective response.

In addition, the system supports object and person counting, with classification by age, gender, or ethnicity. This data is valuable for transport planning and can be integrated into business intelligence (BI) tools. Heatmaps and movement tracking help optimize crowd flow, while facial recognition adds another layer of functionality—supporting security operations, locating lost individuals, and managing access control systems.