RULE LIBRARY / OBJECT_DETECTION

Unattended-Bag Detection

Bags left behind are detected — an early security alarm.

  • ✓ No extra hardware
  • ✓ Live the same day
  • ✓ GDPR-ready, anonymous
ALGI_RULE · object_detection
Unattended-Bag Detection
SAMPLE DETECTION FRAME

HOW IT RUNS ON EDGE

Camera to notification: the rule's pipeline

Footage is processed on the Edge device in your store or site: the model analyses frames in real time, an event is raised when the rule condition is met, and every notification channel fires at once.

TECHNICAL · OBJECT_DETECTION

What it needs and how it works

Unattended-Bag Detection ships as a ready-made rule and is configured for your site. The rule searches each frame for the target object and flags it with its location. Presence, count or state within a defined area becomes an event per the configured condition. Analysis runs on the on-site Edge device; existing IP cameras are enough, no extra hardware needed.

Rule type
object_detection
Solution line
Retail Intelligence
Hardware
No extra hardware — existing IP cameras
Deployment
Live the same day · Edge or on-prem

This rule is part of the Retail Intelligence rule set and runs on the IP cameras you already own.

How false alarms are reduced

Look-alike objects, reflections and shadows are typical confusion sources. Narrowing the region of interest, confidence thresholds and scene calibration lower false alarms; each verified event strengthens the model.

Alert and action

The data produced is anonymous and lands in the store-operations dashboard; no person is identified and raw video stays on site — GDPR-compliant by design.

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