Vehicle Analytics

KWE-BOT converts CCTV and uploaded video into structured vehicle intelligence, including vehicle detections, class counts, evidence frames and later direction-of-travel analytics.

Unique Vehicle Tracks

-

One candidate count per valid tracking ID; final reporting requires camera-gate validation.

Frames Processed

-

Frames analysed by the current model run.

High Confidence

-

Vehicle detections above confidence threshold.

Dominant Colour

-

Most frequent colour attribute.

Type Hint

-

Current attribute classifier hint.

Vehicle Count Breakdown

This module reports tracking-backed unique vehicle candidates. Raw frame detections remain diagnostic evidence only.

No vehicle analytics loaded yet.

Upload Intersection Video

The browser uploads directly to protected S3 storage. Raw frame detections are never presented as a traffic count.

No upload submitted yet.

Current Capability and Validation Roadmap

  • Live: protected browser upload and SVAI processing.
  • Live: one count per complete calibrated vehicle track.
  • Live: straight, left-turn and right-turn reporting for the calibrated approach.
  • Live: structured on-screen report plus CSV and JSON downloads.
  • Validation required: dedicated truck axle and wheel-count model before commercial wheel-class reporting.