Retail and Spaces Reference demo

Shelf Attention Heatmap

Planograms decided by where people really look. Adds up looking time per shelf zone across cameras.

Shelf Attention Heatmap, generated site photo 1 with example AI detectionsShelf Attention Heatmap, generated site photo 2 with example AI detectionsShelf Attention Heatmap, generated site photo 3 with example AI detectionsShelf Attention Heatmap, generated site photo 4 with example AI detectionsPhoto 1 of 4
Generated photos for illustration with example detection boxes, not customer footage.
Interactive 3D Demo

How Does AI Handle Shelf Attention Heatmap?

Drag to orbit, right drag or two fingers to pan, scroll or pinch to zoom. The boxes, IDs and readings come from the simulation.

  1. 01Detect

    Detects shoppers anonymously in front of each shelf.

  2. 02Recognize

    Estimates head and body direction from pose, not faces.

  3. 03Analyze

    Adds up looking time per shelf zone across cameras.

  4. 04Process

    Builds a heatmap of hot and cold products per day.

  5. 05Inform

    Shows the shelf heatmap on the dashboard and exports it by API. Anonymous only, under local privacy law.

What the AI Detects

ShopperHead DirectionShelf Zone

VYROX engines: VYROX HawkEye, VYROX MotionIQ, multi camera fusion

How It Runs With AI Vision Bots

The model runs as a Detection on a camera, on the AI Vision Bot at your site or on AiServa. Rules turn its events into notifications, webhooks, MQTT or relay commands, with a snapshot and a clip for every event.

Detections and Models · Rules and Automation

Questions

Shelf Attention Heatmap: Short Answers.

What does AI detect in shelf attention heatmap?

The classes for this use case are Shopper, Head Direction, Shelf Zone. Detects shoppers anonymously in front of each shelf.

How does shelf attention heatmap help?

Planograms decided by where people really look. Shows the shelf heatmap on the dashboard and exports it by API. Anonymous only, under local privacy law.

Is the 3D demo real model output?

No. The 3D demo is a simulation made to explain the use case. On a real site the model is trained and tested on your own footage first.

Show Us One Camera. We Will Show You What AI Can See.

AI Vision Bots is available at selected sites. Send a short clip from your site and one sentence on the problem, and the VYROX AI team will tell you what a Detection could do there.