AI Driver Monitoring System (DMS) | Real-Time Fleet Safety | Nevon AI

Drowsiness DetectionAI PoweredReal-Time AlertsFleet SafetyEdge ComputingNight VisionDriver BehaviorSeatbelt DetectionPhone DetectionCamera ObstructionYawn DetectionCloud DashboardGPS TrackingVideo AnalyticsIncident ReportsIR SensorFace RecognitionFatigue MonitoringCompliance Ready24/7 MonitoringMulti-Fleet SupportOTA UpdatesIP54 RatedLow Power4G ConnectedDrowsiness DetectionAI PoweredReal-Time AlertsFleet SafetyEdge ComputingNight VisionDriver BehaviorSeatbelt DetectionPhone DetectionCamera ObstructionYawn DetectionCloud DashboardGPS TrackingVideo AnalyticsIncident ReportsIR SensorFace RecognitionFatigue MonitoringCompliance Ready24/7 MonitoringMulti-Fleet SupportOTA UpdatesIP54 RatedLow Power4G Connected

🔍 What is it?

Product Overview

Computer Vision AI

Multi-camera setup with deep learning models analyzing facial landmarks, gaze direction, and head pose in real-time.

Real-Time Alerts

Sub-200ms detection-to-alert pipeline ensures immediate response to unsafe driver behaviors before incidents escalate.

GPS Integration

Every driving event is geo-tagged in real-time for fleet-wide incident mapping and precise route analysis.

Cloud Dashboard

Centralized management platform with live feeds, historical analytics, and downloadable compliance reports.

⚡ Core Capabilities

Powerful Features

Drowsiness & Fatigue Detection

Monitors PERCLOS (percentage of eye closure) and micro-sleep events. Triggers escalating alerts before critical fatigue levels are reached.

✓Eye closure rate analysis
✓Yawn frequency detection
✓Head nodding patterns

Distraction Detection

Tracks gaze direction and head orientation to identify when a driver looks away from the road or engages in distracting behavior.

✓Phone usage detection
✓Gaze direction tracking
✓Head pose estimation

Incident Video Recording

Automatic 30-second clip capture (15s pre-event, 15s post-event) for every triggered alert with encrypted cloud backup.

✓Pre/post event buffering
✓Encrypted cloud sync
✓Tamper-proof timestamps

Live GPS Incident Tracking

Every alert is geo-tagged in real-time. Fleet managers get instant push notifications with location, driver ID, and incident type.

✓Real-time geo-tagging
✓Instant push notifications
✓Route deviation alerts

Fleet Analytics Dashboard

Driver scorecards, incident heatmaps, trend analysis, and exportable CSV/PDF reports for full fleet compliance oversight.

✓Driver safety scorecards
✓Incident heatmaps
✓Compliance reporting

Seat Belt & Compliance

Vision-based detection of seat belt usage and face mask compliance — ensuring regulatory adherence without manual supervision.

✓Seat belt detection
✓Face mask compliance
✓Regulatory reporting

📷 The Hardware

DMS Camera Device

Our compact, rugged DMS camera is engineered for in-cabin deployment. Featuring IR night vision, wide-angle lens, and on-device edge AI processing — it works in complete darkness and extreme temperatures.

Night VisionIR 940nm

Operating Temp-20°C to 70°C

ProtectionIP54 Rated

ProcessingEdge AI

💻 The Software

DMS Dashboard

The dms-dashboard provides a comprehensive, real-time overview of fleet safety and operational performance. It presents key metrics like active devices, registered drivers, and daily incidents, allowing administrators to monitor the entire transportation ecosystem at a glance.

Incident Analytics: Visualizes critical events like drowsiness, phone usage, and seatbelt violations to quickly identify risks.
Driver Performance: Highlights top-performing and high-risk drivers, enabling targeted training and corrective actions.
Actionable Insights: Offers detailed statistics across various violation categories to improve road safety and compliance.

🔧 How It Works

The Process

Capture

High-resolution IR cameras mounted in the cabin continuously capture the driver's face and eyes — even in complete darkness.

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Analyze

On-device edge AI runs real-time inference using our proprietary neural network, classifying driver state within milliseconds — no cloud latency.

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Alert

Unsafe behaviors trigger in-cabin audio/visual alerts instantly while event data and video clips are simultaneously pushed to the cloud.

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Report

Fleet managers access live feeds, receive push notifications, and review incident reports and driver scorecards from any device.

📋 Specifications

Technical Specifications

Detection & AI

Detection Accuracy>97%

Alert Latency<200ms

ProcessingOn-device (Edge AI)

Night VisionIR Camera (940nm)

Frame Rate30 FPS

Hardware

Power Input9–32V DC

Operating Temp-20°C to 70°C

Ingress ProtectionIP54

Storage32GB eMMC + SD slot

Connectivity4G LTE + WiFi + GPS

Platform & Compliance

Dashboard AccessWeb + iOS + Android

Video RetentionUp to 30 days (cloud)

Data EncryptionAES-256

CertificationsCE, RoHS

System Uptime99.9% SLA

Live Preview

See DMS in Action

Watch how our AI-powered Driver Monitoring System detects drowsiness, distraction, and unsafe behaviors in real-time.

Advanced Driver Monitoring System

Real-Time Threat Detection

Our intelligent system continuously monitors driver behavior, detecting critical events like drowsiness, distraction, phone usage, smoking, and seatbelt violations to ensure safety on the road.

Alert Detection — Distraction Warning

Seatbelt Detection — Unsafe Driver Alert

Smoking Detection — In-Cabin Behavior

Phone Usage Detection — Distraction Alert

Drowsiness Detection — Fatigue Alarm

🚛 Use Cases

Built for Every Need

🚚

Logistics & Freight

Long-haul truck operators use DMS to combat fatigue on overnight routes. Reduced accident rates and lower insurance premiums deliver ROI within months.

🚌

Public Transport

Bus and transit authorities deploy DMS for passenger safety compliance. Real-time alerts keep drivers accountable across city-wide fleets.

🚖

Ride-Hailing & Taxi

Platforms integrate DMS to ensure quality standards. Automatic scoring feeds directly into driver ratings and platform safety metrics.

AdvancedDriver MonitoringSystem (DMS)