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CCTV & SurveillanceBeta

Fire & Smoke Detection + EMNS

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.

Fire & Smoke Detection + EMNS

Tech Stack

AI/ML
YOLOv8PyTorch
Other
MQTT
Backend
FastAPI
Database
TimescaleDB
DevOps
NVIDIA Jetson

Key Features

Smoke and flame detection from live video
Fall and crowd anomaly detection
Multi-channel EMNS broadcast in seconds
Wildfire and water-level monitoring
IoT sensor fusion for fewer false alarms
Fire DetectionEMNSEnvironmental MonitoringEdge AI