HEAD COUNTER CAMERA • SAFE ASSEMBLY POINT • EMERGENCY MUSTER ROLL-CALL AI

Head Counter Camera at
Safe Assembly Points

Automated head counter camera system at emergency safe assembly points during plant evacuations. Instantly verifies muster headcounts against active indoor facility occupancy using edge AI computer vision to identify missing personnel in seconds. Operates in synergy with in-out occupancy monitoring and lone worker fall detection to ensure 100% life-safety accountability.

Watch the AI Safe Assembly Head Count Video
ASSEMBLY POINT 01 • MUSTER CAM
EVACUATION ACTIVE
LIVE MUSTER ROLL-CALL HUD ROLL-CALL: 98.9% VERIFIED
184 EVACUATED SAFE
186 TOTAL INDOOR OCCUPANCY
2 MISSING / UNACCOUNTED
99.9% Muster Detection Accuracy
< 30s Automated Roll-Call Time
100% Facility Reconciliation
OSHA • NFPA Evacuation Compliance
KEY CAPABILITIES

Why Traditional Clipboard Roll-Calls Fail in Emergencies

In chemical spills, fires, or gas leaks, every second counts. YAFE replaces manual badge scanning and clipboard roll-calls with autonomous computer vision that verifies headcount as workers reach designated safe assembly zones.

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Automated Evacuation Roll-Call Camera

Optical high-speed headcount as employees, contractors, and visitors enter assembly points without requiring individuals to stop, badge in, or queue up.

Factory In-Out Occupancy Cross-Check

Instantly synchronizes with YAFE In-Out Occupancy Monitoring to compare total workers inside the facility against those assembled outside, identifying exact unaccounted headcounts.

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Multi-Assembly Zone Headcount Sync

Aggregates data across primary, secondary, and remote muster stations into a single unified emergency command dashboard for plant safety officers.

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Emergency Muster Dispatch & Missing Personnel HUD

Generates instantaneous reports with the count of missing workers and their last detected indoor zone camera feed to guide rescue teams directly to trapped personnel.

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All-Weather Perimeter Head Count Vision

High-contrast neural network models engineered to operate reliably in pouring rain, heavy smoke, night conditions, and wide open perimeter assembly fields.

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Evacuation Drill Analytics & EHS Compliance

Automatically benchmarks evacuation times, identifies exit congestion bottlenecks, and generates auditable EHS compliance reports for OSHA and ISO 45001 standards.

EDGE VISION INFERENCE • SAFE ASSEMBLY POINT HEAD COUNT CAMERA & MUSTER RECONCILIATION
FPS: 30 • LATENCY: 18ms
Head Counter AI Edge Computer Vision at Safe Assembly
EMERGENCY WORKFLOW

From Evacuation Siren to Verified All-Clear

See how YAFE transforms high-stress plant evacuations into structured, automated safety verifications.

STAGE 01

Alarm Trigger & Egress

Plant fire/gas alarm trips. Workers evacuate along designated egress paths toward safe assembly zones.

STAGE 02

Optical Head Counting

Wide-angle cameras at muster points continuously count arriving personnel using edge AI human centroid tracking.

STAGE 03

Facility Reconciliation

The system cross-checks assembled headcounts with turnstile in-out logs and active factory floor telemetry.

STAGE 04

Incident Commander Alert

Safety managers receive exact headcount status on mobile and command screens, dispatching rescuers to missing persons.

ENTERPRISE ARCHITECTURE

Deployment & Hardware Specifications

Deployable on existing perimeter cameras or dedicated edge-vision poles with zero cloud dependency.

Capability Specification Standard Specification Verification Status
Camera Compatibility Standard ONVIF / RTSP IP Cameras (2MP to 4K resolution) Verified Universal
Counting Latency Sub-30 milliseconds per frame edge inferencing < 30ms Real-Time
Muster Field Width Up to 35 meters per camera with multi-camera stitched coverage Wide Perimeter
Network Resilience 100% offline edge processing with local cellular/LoRa fallback telemetry Offline Capable
System Integrations Honeywell, Siemens, Bosch Fire Alarms, Modbus TCP, Webhooks, REST API Plug & Play
FAQS

Frequently Asked Questions

Got questions about implementing Safe Assembly Head Counting in your plant?

How does a head counter camera work at safe assembly points during emergencies?

The YAFE head counter camera uses overhead computer vision to detect, track, and count workers entering designated outdoor safe assembly zones. High-speed neural networks distinguish individual head and shoulder centroids in dense crowds, calculating continuous muster headcounts without requiring workers to pause or badge in.

What is an automated emergency muster roll-call system?

An automated emergency muster roll-call system replaces slow, clipboard-based paper roll calls with optical computer vision. It instantly verifies that evacuated workers have reached safe assembly muster points and cross-references active facility occupancy to identify missing or trapped employees.

Why use AI camera head counting instead of manual badge muster stations?

In urgent evacuations, badge readers cause dangerous queuing at exit doors and many workers forget their badges. AI head counter cameras count hundreds of workers per minute passively, hands-free, and in parallel across wide muster perimeters.

How does the safe assembly head counter reconcile against factory in-out occupancy?

The system interfaces directly with YAFE In-Out Occupancy Monitoring to retrieve the pre-evacuation facility headcount. As workers arrive at assembly stations, net counts are reconciled in real time, immediately alerting safety chiefs to exact numbers of unaccounted workers and their last known indoor location.

Does the safe assembly head counter operate during power outages or adverse weather?

Yes. Our edge vision appliances operate on local uninterruptible power supply (UPS) backups and use IP67 weather-sealed, infrared-illuminated cameras that function reliably through rain, fog, dust, and nighttime conditions.

Ready to Modernize Your Plant Emergency Muster?

Eliminate evacuation guesswork. Schedule a live demonstration of YAFE's Head Counter at Safe Assembly Point with our EHS automation engineers.

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