VECTIQ
← Computer Vision & Camera AI

Smart Traffic & ITS

We reuse our CCTV and ANPR stack to build Intelligent Transport Systems: count and classify vehicles, estimate speed, detect violations, and read license plates for enforcement and tolling - delivered as live dashboards and API feeds for traffic authorities and smart-city operators.

Smart City & Transport

Interactive demo

Smart traffic

Flow and speed analytics

Vehicles are detected, classified and counted as they cross the line on real road cameras.

Camera

Urban multi-lane road (overhead) — Task: Vehicle counting & classification; lane-change monitoring

0
Cars
0
Trucks
0
Buses
ROAD 01
COUNT LINE
0
Line crossings
—km/h
Estimated speed
Speeding

Watching…

Real footage, counted from precomputed tracking. Production counts and classifies RTSP cameras with YOLO tracking and per-lane speed estimation.

Technical capabilities

01

Vehicle Counting & Classification

Count cars, motorbikes, trucks and buses per lane and direction with YOLO tracking and line-crossing logic.

02

Speed Estimation

Camera-based speed measurement using calibrated zones - no radar hardware required.

03

Violation Detection

Detect speeding, red-light running, wrong-way and wrong-lane driving, and helmet violations.

04

ANPR & Enforcement

Read Vietnamese plates on violation events to generate evidence packages for enforcement and tolling.

05

Congestion & Flow Analytics

Occupancy, queue length and travel-time metrics to spot congestion and time signals better.

06

Traffic Command Dashboard

Live map, per-camera KPIs, violation review and open APIs to integrate with city control centers.

Processing pipeline

01

Road Cameras

RTSP / ONVIF

02

Detect & Track

YOLO + ByteTrack

03

Speed & Rules

Zones / Lines

04

ANPR

Plate OCR

05

ITS Dashboard

Web / API

Deployment scenarios

Urban Traffic

Intersection & Corridor Monitoring

Monitor key intersections and corridors for volume, speed and violations, feeding data to adaptive signal control.

  • Per-lane, per-direction vehicle counts
  • Red-light and wrong-way detection
  • Congestion and queue-length metrics
YOLO TrackingAdaptive SignalsWebGIS
Highway & Enforcement

Speed & ANPR Enforcement

Detect speeding vehicles, capture plates, and generate timestamped evidence packages for automated enforcement.

  • Camera-based speed estimation
  • Plate capture with evidence images
  • Exportable violation records
ANPRSpeedEvidence
Tolling & Parking

Free-flow Tolling & Smart Parking

Identify vehicles for free-flow tolling and manage parking occupancy with plate-based entry and billing.

  • Plate-based entry and billing
  • Real-time occupancy counts
  • Integration with payment systems
Free-flowParkingBilling

Tech stack

YOLOv8ByteTrackOpenCVPaddleOCRMediaMTXMQTTFastAPIPostgreSQLNVIDIA JetsonDocker

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