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.