화재(산불) 감시 솔루션 납품
Delivery Record2026.03.10
Head Probability Density-based estimation delivers reliable crowd counts and density even in ultra-dense scenes.
Reliable numbers for large-scale crowd analysis and risk prediction.
Real-time crowd counting
Continuous density tracking
Certified performance
Simple object detection and slow analysis pipelines can paralyze control systems in ultra-dense situations.
In ultra-dense scenes (10,000+ people), heavy occlusion causes a sharp drop in recognition accuracy for conventional models.
Even world-class models often run around 2fps, creating critical lag between real events and monitoring displays.
Systems focused on counting alone lack predictive alerts that detect risk signals from density changes in advance.
Head Probability Density minimizes errors in ultra-dense environments while enabling real-time crowd counting.
Proprietary algorithm optimization delivers 12fps inference, six times faster than conventional 2fps systems.
Enables 4-stage density alerts and predictive risk signaling, with intelligent linkage to command vehicles and drones.
