License

This project is licensed under the MIT License - see the LICENSE file for details.

Aegis-Ignis is an intelligent smart building security system that combines real-time fire detection, face recognition, and occupancy monitoring
The system provides instant visibility, intelligent alerts, and rapid emergency response through a unified platform that keeps people safe and assets protected.

System Architecture

Microservices Architecture

Entity Relationship Diagram

n8n

Core Features

-ML: YOLOv8-based fire and smoke detection.
-Face Recognition: Fast employee identification using InsightFace embeddings.
-Multi-Channel Alerts: WhatsApp, SMS, and voice notifications via N8N with severity based routing
-Employee Registration Portal: Simple face registration with photo upload and automatic embedding generation

System Screenshots

Dashboard Overview	Login Overview	Camera Management

Fire Alerts	Employee Management	Face Registration

Mobile Overview

Tests

Test Coverage

• Backend tests: cd Server && php artisan test
• Python services: Unit tests for ML models and detection algorithms
• Frontend tests: React component testing with Vitest

Machine Learning Development

Model Performance

Training Dataset	Model Performance

N8N Workflow Automation

The system uses N8N for intelligent alert routing and multi-channel notifications:

• Webhook Trigger: Receives fire alerts from Alert Manager
• Alert Type Routing:
  • FIRE_EMERGENCY: Standard fire detection alerts
  • CRITICAL_EVACUATION: Alerts when people are present on floor
  • PRESENCE_UPDATE: Regular occupancy updates
• Multi-Channel Delivery: WhatsApp, SMS, Voice calls based on severity
• Backend Integration: Automatic logging and alert history updates

Workflow configuration available in n8n-workflow-fire-alert.json

Additional Tools & Services

Tool	Purpose
N8N	Workflow automation for multi-channel alerts
Twilio	WhatsApp, and Voice call integration
MLFlow	ML model tracking and registry
PostgreSQL	Primary database for all system data
Docker	Containerized PostgreSQL deployment

Dockers	Postman

CI/CD Pipeline

Aegis-Ignis - Intelligent Smart Building Security System

Protecting buildings, one detection at a time.