Intelligent system for preventing accidents caused by fatigue and microsleep in drivers
SomnGuard is a comprehensive system (software + hardware) designed for road safety. It monitors the driver's alertness in real time through visual analysis, generates preventive alerts, and records evidence during critical events while driving.
The system combines a device installed in the vehicle with an advanced analysis platform, with the goal of reducing accidents caused by fatigue, drowsiness, or microsleep at the wheel.
- 👁️ Continuous monitoring of the driver via camera
- 🧠 Fatigue and microsleep detection through AI-powered facial analysis
- 🔔 Automatic sound alerts differentiated by risk level
- 📂 Structured logging of warning events and critical events
- ☁️ Data transmission to the external system for advanced analysis
- 📊 Historical analysis and insight generation on the external platform
Formative project — team of 4 members. Repository under active development.
| Component | Technology |
|---|---|
| Device | Python |
| Backend | C# / .NET |
| Web Frontend | React |
| Mobile App | React Native |
| Database | PostgreSQL |
SomnGuard/
├── hardware/ # Python scripts — facial analysis, detection, alerts
├── backend/ # API and services in C# (.NET)
├── web/ # Web dashboard in React
├── mobile/ # Mobile application in React Native
├── docs/ # SRS, diagrams, technical documentation
[ Camera ] → [ Device (Python) ]
│
Real-time analysis
Alert generation
Event logging
│
▼
[ Backend API (C# / .NET) ]
│
┌─────────────┴──────────────┐
▼ ▼
[ Web Dashboard (React) ] [ Mobile App (React Native) ]
└─────────────┬──────────────┘
▼
[ PostgreSQL Database ]
| User | Description |
|---|---|
| Driver | Receives automatic sound alerts while driving |
| External User | Consults records and analysis on the platform |
| Administrator | Manages, configures, and maintains the system |
🔒 The repository is under development and will be made public soon.
Educational project — All rights reserved to the SomnGuard team © 2026
