Sleep Detection System
info
AI System Status
All AI models are operating at optimal performance. Current detection accuracy: 98.7%. System is actively monitoring 42 devices across 4 applications.
7
Active Alerts
arrow_upward 3 new in last hour
42
Connected Devices
arrow_upward 5 more than yesterday
98.7%
Detection Accuracy
arrow_upward 0.5% from last week
1,254
Detections Today
trending_up 12% increase
Live Monitoring
Fleet Vehicle - Long Haul Truck
Highway I-95, Mile 287
Heavy Machinery Operator
Manufacturing Plant B
Detection Analytics
All Detections
Driver Monitoring
Workplace Safety
Elderly Care
Smart Home
Drowsiness Detected
Sleep Detected
Application Overview
Driver Monitoring
Prevents accidents by detecting driver drowsiness in real-time
Active Vehicles
18/20
Workplace Safety
Monitors workers in hazardous environments
Active Stations
12/15
Elderly Care
Monitors sleep patterns and detects falls
Active Monitors
8/10
Smart Home
Automates home systems based on sleep state
Active Homes
4/5
Active Alerts
All (7)
Critical (3)
Warning (4)
Driver Asleep - Fleet Vehicle #1428
Machine Operator Asleep - Station #12
Prolonged Inactivity - Elderly Care
Drowsiness Detected - Bus Driver #42
Frequent Yawning - Crane Operator
Low EAR Value - Security Guard
Head Nodding - Night Shift Worker
AI Model Status
98.7%
Overall AI Accuracy
Last calibrated: Today at 08:30 AM
arrow_upward
0.5% improvement from last week
Active AI Models
Face Mesh
EAR Detector
Pose Estimation
Sleep Classifier
Model Performance
Face Mesh Detection
99.2%
Eye Aspect Ratio (EAR)
98.7%
Pose Estimation
97.5%
Sleep State Classification
96.8%
Detection Parameters
EAR Threshold
0.21
Consecutive Frames
24
Head Pose Threshold
15°
Yawn Detection
Enabled
Blink Rate Monitoring
Enabled
Sensitivity Settings
Current sensitivity: 7/10 - Balanced for most environments