Manufacturing and Logistics Reference demo

Conveyor Counting

Live output counts without a sensor per lane. Counts items crossing the line and works out the rate per minute.

Conveyor Counting, generated site photo 1 with example AI detectionsConveyor Counting, generated site photo 2 with example AI detectionsConveyor Counting, generated site photo 3 with example AI detectionsConveyor Counting, 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 Conveyor Counting?

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 every item on the moving belt.

  2. 02Recognize

    Gives each item a track ID so it is counted once.

  3. 03Analyze

    Counts items crossing the line and works out the rate per minute.

  4. 04Process

    Compares the rate with the target and spots gaps or jams.

  5. 05Inform

    Shows a live counter and alerts when the line slows.

What the AI Detects

BiscuitCount Line

VYROX engines: VYROX HawkEye Nano, VYROX TrailLock

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

Conveyor Counting: Short Answers.

What does AI detect in conveyor counting?

The classes for this use case are Biscuit, Count Line. Detects every item on the moving belt.

How does conveyor counting help?

Live output counts without a sensor per lane. Shows a live counter and alerts when the line slows.

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.