Traffic Monitoring Video AI

Lane counts, incidents, pedestrian flow, and optional gate LPR on the AI Edge Analytic Box. Professional is typical for multi-lane plus LPR (up to 16 AI streams). Events can push to a TMS or gate controller via webhooks, MQTT, or REST.

Traffic Monitoring

Lane counts, incidents, and optional gate LPR

Campuses and private roads need lane analytics and gate reads without shipping every frame to the cloud. The AI Edge Analytic Box counts vehicles, flags stopped or wrong-way events, and can optionally read plates at a gate — all processed on-site. Professional typically covers multi-lane plus LPR (up to 16 AI streams); coverage depends on camera count and angle.

Recommended hardware: Professional for multi-lane sites. LPR capability: License Plate Recognition.

Gate A · 4 lanes · Edge LPR
Gate camera covering four traffic lanes for vehicle counting and LPR
ABC-1234 · allowlist
Lane 2: 847 veh/hr · Queue: 3edge
  • Per-lane vehicle & pedestrian counts
  • Stopped vehicle & wrong-way alerts
  • Queue length and dwell at gates
  • ANPR with allow/deny lists
  • Local alert pipeline
  • Webhook integration to TMS / gates

Flow analytics

Hourly throughput, peak congestion windows.

Gate LPR

Plate OCR and list matching at entry lanes.

Incident detection

Stopped vehicle, debris, pedestrian in lane.

FAQ

What traffic metrics does the edge box provide?

Per-lane vehicle counts, average speed estimates, queue length, wrong-way detection, stopped-vehicle incidents, and pedestrian crossing counts. LPR at gates adds plate capture with allow/deny list matching — all processed locally.

How many lanes can one box monitor?

Professional handles up to 16 concurrent analytics streams — typically 4–8 lanes plus overview cameras. Larger interchanges and parking structures use an Enterprise on-prem deployment, with hardware specified for the site.

Can alerts integrate with our traffic management system?

Yes. Webhooks, MQTT, and REST APIs push structured events (lane ID, object class, plate text, confidence) to your TMS, gate controller, or SOC dashboard within milliseconds.

Is license plate recognition included?

LPR is an optional module on the same edge box. See our License Plate Recognition page for OCR accuracy and regional plate models. Traffic monitoring and LPR often deploy together at facility gates.