CCTV AI

Lorry Tracking System

Plate detection, registered vehicles, and device snapshots.

Empty dates = all images. Range max 31 days (MYT UTC+8). Use Hide bursts to collapse rapid captures.

Pick a device to load images.

Registered Vehicles —
Unregistered Vehicles —
Detections Today —
Most Frequent Vehicle —

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Plate Number Status Total Detection First Seen Last Seen Site Camera Axles Details
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Plate Number Company Vehicle Type Driver Name Status Created Date Action
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Most captured lorries

Ranked by capture count from stored images.

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Image ↔ database pipeline

Compares stored JPEG plate files with MariaDB vehicle_detection ingest.

What is this for?

This is a technical check, not a lorry traffic report.

It compares two places: plate JPEG files on the server folder, and rows in the dashboard database (vehicle_detection).

If cameras still save images but the database stops updating (similar to the SLT_2 case in the TIR report), you will see a mismatch here.

It does not replace the external 116k ANPR export — only image folder ↔ dashboard DB.

Looks OK

  • Disk images and DB rows are close in count.
  • Last image time and last DB time are similar.
  • Flags column is empty (—).

Needs attention

  • Images w/o DB > 0 — ingest may be stuck.
  • DB w/o file > 0 — records point to deleted images.
  • Stale capture — no new images for several hours.

For vehicle counts and charts, use Plate Detection, Top Lorries, or Analytics.

Management analytics

Exploratory KPIs for operations and TIR governance (not official traffic counts).