Prototype Demo

ShelfSense Vision

Prototype: shelf gap detection and alerting UI. Demonstrates how on-shelf availability can be monitored continuously.

Camera

Shelf A-03

Overhead + on-shelf tracking

Active alerts

5

Gaps / anomalies

Store score

92%

On-shelf availability (demo)

Live Detection Feed

Live

AI-powered gap detection with real-time bounding boxes highlighting empty shelf spaces.

ShelfSense AI Detection - Gap detection on retail shelf

Red boxes indicate detected gaps requiring restocking attention

Gap Alerts

Demo data

SKUProductGapsLast seenSeverity
6001234567890Energy Drink 500ml32m agoHigh
6009876543210Chips 150g17m agoMedium
6005556667771Chocolate Bar0LiveOK
6001112223334Milk 2L25m agoHigh
Next step: plug in real detections and persist alerts (store + shelf + SKU + time series).