CCTV & Video Analytics

We turn ordinary IP cameras into intelligent monitoring systems. From RTSP/ONVIF ingestion, AI-based object detection, face recognition and license plate reading, to real-time multi-channel alerting - we build the complete pipeline, deployable on cloud or edge devices. Every deployment runs on our own Vectiq VMS platform rather than a third-party NVR.

AgricultureEducationSmart City & TransportEnvironment & ResourcesEnterprise

Interactive demo

Multi-camera monitoring

AI surveillance dashboard

Several real CCTV channels run at once; every detection lands in the event feed on the right.

Channel group

4/15

Channels shown

Source FPS (avg)

Detections

Alerts

CAM 01 · Dairy farm (high-angle overview)

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CAM 02 · Cattle pasture (eye-level)

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CAM 03 · Indoor sheep barn

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CAM 04 · School courtyard entrance

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Event feed

Watching camera channels…

Runs in your browser on real footage with precomputed detections. Production runs on the Vectiq VMS platform, pulling RTSP streams into worker nodes for inference. The alert rule here is illustrative: a person in a barn or warehouse.

Technical capabilities

Camera Ingestion (RTSP/ONVIF)

Connect any IP camera brand via RTSP/ONVIF, restreamed for stable, low-latency distribution.

AI NVR & Recording

AI-powered NVR with event-triggered recording, retention policies, and fast event review.

Object Detection & Classification

Real-time detection of people, vehicles, and animals with zone-based rules and low false-alarm rates.

Face Recognition

Face detection, recognition, and anti-spoofing for attendance, access control, and watchlist alerts.

ANPR - License Plate Recognition

Vietnamese license plate detection and OCR for gate control, parking, and vehicle logging.

Tracking & Counting

Multi-object tracking, line-crossing counting, dwell-time and occupancy analytics.

Real-time Alerting

Event-driven alerts delivered instantly to Telegram, Zalo, SMS, email, PA speakers, and mobile push.

Edge Deployment

Optimized inference on low-cost edge hardware - runs on-site without cloud dependency.

VMS Dashboard

Web-based live view, event timeline, camera health monitoring, and role-based access.

Processing pipeline

IP Cameras

RTSP / ONVIF

Stream Gateway

MediaMTX

AI Engine

Vectiq VMS

Event Bus

MQTT

Alerts

Zalo / SMS / PA

Dashboard

Web VMS

Deployment scenarios

Agriculture

Smart Farm Surveillance

Protect farms and livestock around the clock. AI cameras watch barns, fields, and perimeters - detecting intruders, stray animals, and unusual livestock behavior, fully integrated with the Vectiq Field platform.

Livestock monitoring and counting in barns
Perimeter intrusion detection (people, wild animals)
Anti-theft alerts for crops and equipment
Night vision monitoring with thermal/IR cameras
Integration with Vectiq Field activity logs

Vectiq VMSYOLOv8Vectiq FieldEdge AI

Education (LMS)

School Safety & LMS Integration

Face-recognition attendance that syncs directly to the school's Learning Management System, combined with campus security: gate monitoring, after-hours intrusion detection, and exam room supervision.

Automatic face-recognition attendance synced to LMS
Parent notifications on student check-in/out
School gate and stranger detection
After-hours intrusion alerts
Exam room supervision support

Face RecognitionLMS APIAnti-spoofingPrivacy-first

Emergency Alerting (EMNS)

AI-triggered Emergency Mass Notification

Cameras become emergency sensors. Fire, smoke, falls, crowd anomalies, or intrusions detected by AI automatically trigger the Emergency Mass Notification System - PA speakers, SMS, mobile apps, and warning lights - within seconds.

Fire and smoke detection from camera feeds
Fall detection for elderly care and factories
Crowd anomaly and panic detection
Multi-channel broadcast: PA, SMS, app push, sirens
Escalation workflows and incident logging

Fire DetectionEMNSMQTTMulti-channel Alerts

Environmental Monitoring (EMS)

Camera-based Environmental Monitoring

Long-range cameras combined with IoT sensors monitor forests, rivers, and industrial zones - detecting wildfire smoke, illegal dumping, and rising water levels before they become disasters.

Wildfire smoke detection over long distances
Illegal dumping and encroachment detection
Water level and flood monitoring with virtual gauges
Fusion with IoT sensors (air, water quality)
Solar-powered edge stations for remote sites

Smoke DetectionIoT SensorsEdge AIEarly Warning

Logistics (LMS)

Warehouse & Fleet Gate Intelligence

ANPR-driven gate automation connected to the Logistics Management System: vehicles are identified and logged automatically, loading docks are monitored for safety violations, and inventory areas are protected against shrinkage.

ANPR gate control with automatic barrier & logging
Loading dock activity monitoring
PPE and safety violation detection (no helmet, no vest)
Restricted zone and shrinkage protection
Integration with WMS/LMS via REST API

ANPRPPE DetectionWMS/LMS APIAccess Control

Tech stack

Vectiq VMSMediaMTXgo2rtcYOLOv8OpenCVTensorRTNATSPostgreSQLNVIDIA TritonDockerNVIDIA Jetson

Related projects

Vectiq VMS - AI NVR/VMS Platform

Our own multi-tenant video management platform: central AI processing, camera scheduling with failover, live view, playback and multi-channel alerting

IoT Farm Surveillance

Real-time AI camera monitoring system for livestock and crop surveillance

Face Attendance for Schools (LMS)

Face-recognition attendance system that syncs check-in/out to the school's Learning Management System with parent notifications

ANPR Gate Control for Logistics

Vietnamese license plate recognition for warehouse gates: automatic vehicle identification, barrier control, and logistics system integration

Fire & Smoke Detection + EMNS

Camera-based fire, smoke, and anomaly detection that automatically triggers Emergency Mass Notification across PA, SMS, and mobile channels