Sleep Detection System
info
System Status
All AI detection models are operating normally. Current system accuracy: 98.5%. There are 7 active alerts requiring attention.
7
Active Alerts
arrow_upward 3 new in last hour
42
Connected Devices
arrow_upward 5 more than yesterday
98.5%
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
Monitoring Zones
Transportation
Alert
18
Devices
3
Alerts
97%
Accuracy
Active: Fleet vehicles, buses, trains
Industrial
Alert
12
Devices
2
Alerts
99%
Accuracy
Active: Factory floors, construction sites
Healthcare
Normal
8
Devices
0
Alerts
98%
Accuracy
Active: Elderly care facilities, hospitals
Residential
Normal
4
Devices
0
Alerts
96%
Accuracy
Active: Smart homes, apartments
Detection Analytics
All Detections
Driver Monitoring
Workplace Safety
Elderly Care
Smart Home
Drowsiness Detected
Sleep Detected
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
98.5%
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
System Health
memory
CPU Usage
32%
Normal
sd_card
Memory
48%
Normal
storage
Storage
62%
Normal
speed
Latency
24ms
Excellent