AI Video Analytics for Personnel and Safety
Employee monitoring, detection of people in hazardous zones, safety violation tracking, and realtime alerts.
Key facts
People detection
YOLOv26 with TensorRT inference: zone entry, movement direction, crowd density. Up to 16 streams per GPU.
PPE detection
Helmets, vests, gloves — automatic compliance check on every frame. Violations logged with evidence.
Zone control
Virtual perimeters: intrusion detection, loitering, zone crossing, restricted areas.
Crowd analytics
People counting by area, density heatmaps, realtime crowd anomaly detection.
FAQ
RTSP/IP cameras (Hikvision, Dahua, ONVIF), USB cameras, video files (MP4, AVI), YouTube streams.
Yes, pipeline: annotation in YOLO format, YOLOv26 fine-tuning, export to ONNX/TensorRT for edge deployment.
YOLOv26 is trained to recognize helmets, vests, and gloves. Violations are automatically logged with timestamp, bbox, and screenshot.
Up to 16 RTSP streams at 15 FPS on a single GPU (TensorRT). Edge inference on NVIDIA Jetson. Scale by adding nodes.
Limitations and when it may not fit
Detection quality depends on camera resolution and conditions (lighting, occlusions, weather).
Complex scenes (dense crowds) may require fine-tuning YOLOv26 on your data.
Realtime processing requires an NVIDIA GPU (CUDA). CPU is limited to batch file processing.
Safety monitoring — reaction instead of prevention
Factories and construction sites have dozens of cameras, but incidents are discovered after the fact. An operator cannot watch all zones simultaneously, gets tired after 20 minutes, and misses up to 90% of safety violations. PPE checks and zone monitoring are done manually.
Result: violations go unrecorded, investigations drag on, and fines and accidents could have been prevented. YOLOv26 + TensorRT take over the routine 24/7 — fewer violations, automated checks, and realtime alerts.
How it works
Connect on-site cameras
RTSP/IP cameras (Hikvision, Dahua, ONVIF) or USB cameras. Setup in minutes.
Configure zones and rules
Virtual perimeters, restricted zones, PPE compliance rules, alert thresholds.
YOLOv26 analyzes the video stream
Detects people, checks PPE, tracks movements, and monitors zone violations. TensorRT for realtime inference.
Get alerts and analytics
Realtime notifications via Telegram/webhook, event logs with timestamps, heatmaps, and shift reports.
Architecture Pipeline
Camera (RTSP / ONVIF)
↓
YOLOv26 Detection + Tracking (ONNX / TensorRT)
↓
PPE Check / Zone Analysis / Behavior Detection
↓
Event Engine (intrusion, loitering, fall, smoking)
↓
Dashboard / REST API / Telegram / Webhooks / MQTT
Integrations
RTSP / IP cameras
Hikvision, Dahua, ONVIF-compatible. Connect any manufacturer.
Telegram
Realtime notifications on safety violations, intrusion, missing PPE — straight to the responsible person.
Webhooks / REST API
Push events to any system: ERP, helpdesk, analytics platforms.
MQTT
Lightweight protocol for IoT integrations and edge devices (NVIDIA Jetson).
ONNX / TensorRT
Inference optimization for GPU acceleration and edge deployment without accuracy loss.
1C / ERP
Export violation reports, event logs, integration with HR systems.
Edge inference
Deploy on NVIDIA Jetson and other edge devices without a constant server connection.
CSV / Database
Full event log for analytics, incident investigations, and compliance audits.
Features
PPE detection
Automatic helmet, vest, and glove checks. Violations logged with bbox and screenshot.
Intrusion detection
Virtual perimeters: instant alert on restricted zone crossing or prolonged presence.
Phone detection
Detect phone usage in work zones and hazardous areas of the facility.
Smoking detection
Detect smoking in unauthorized areas. Automatic recording with evidence.
Fall detection
Real-time detection of a person falling. Emergency alert for rapid response.
Loitering / Zone crossing
Track suspicious behavior: prolonged presence, zone crossing, route anomalies.
Crowd analytics
People counting, density heatmaps, realtime abnormal crowd detection.
Personnel tracking
Unique ID per person, route tracking, zone presence monitoring.
Where it's used
Manufacturing and industry — PPE compliance (helmets, vests), hazardous zone monitoring, automated safety checks.
Construction — PPE detection, restricted zone control, fall detection, crew activity analytics.
Warehouses and logistics — phone/smoking detection, hazardous zone control, personnel counting.
Retail — visitor counting, heatmaps, queue analytics, theft detection.
Dangerous zones — intrusion detection, virtual perimeter, realtime alerts on unauthorized access.
Occupational safety — automated violation recording, evidence base for investigations, compliance reports.
Interested in practical People Analytics experience?
We can show you how YOLOv26 + TensorRT detect people, check PPE, detect smoking and falls on real RTSP streams.
Connect on Telegram →