This system makes every camera an emergency sensor. Deep-learning models detect smoke, flames, falls, and crowd anomalies in live video; confirmed events trigger the Emergency Mass Notification System within seconds - broadcasting to PA speakers, sirens, SMS, and mobile apps with escalation workflows. The same stack serves environmental monitoring: long-range cameras watch for wildfire smoke, illegal dumping, and rising water levels at rivers and reservoirs, fused with IoT sensor data for reliable early warning.

Real-time AI camera monitoring system for livestock and crop surveillance
End-to-end AI video surveillance platform: camera ingestion, object detection, event recording, and multi-channel alerting
Face-recognition attendance system that syncs check-in/out to the school's Learning Management System with parent notifications