Operational Guide
Traffic Sensor Calibration: Maintain Zones, Clocks, Counts, and Confidence
Maintain traffic sensors with a controlled baseline, scheduled checks, truth samples, zone and clock verification, fault isolation, and retesting.
Engineering Guide
Vehicle Classification Accuracy: Build a Truth Set Before Accepting the Sensor
Validate vehicle classification with a declared schema, synchronized truth, stratified sampling, confusion matrices, unknown labels, lane slices, and repeatable QA.
Engineering Guide
Vehicle Detection Zone Design: Map the Road Decision Before Tuning the Sensor
Design vehicle detection zones from the traffic action, then specify coordinates, lanes, dwell, latency, occlusion, event semantics, fail states, and commissioning.