Manufacturing and Logistics Reference demo

Quality Control Line Monitor

Fewer escapes, every reject with evidence. Tallies grades and defect rate per shift.

Quality Control Line Monitor, generated site photo 1 with example AI detectionsQuality Control Line Monitor, generated site photo 2 with example AI detectionsQuality Control Line Monitor, generated site photo 3 with example AI detectionsQuality Control Line Monitor, 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 Quality Control Line Monitor?

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

    Finds each part as it enters the inspection zone.

  2. 02Recognize

    Classifies the part by colour and spots surface defects.

  3. 03Analyze

    Tallies grades and defect rate per shift.

  4. 04Process

    Triggers the reject arm for a defective part.

  5. 05Inform

    Logs each reject with a photo for the QC report.

What the AI Detects

GoldSilverRedDefect

VYROX engines: VYROX HawkEye Pro, classifier

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

Quality Control Line Monitor: Short Answers.

What does AI detect in quality control line monitor?

The classes for this use case are Gold, Silver, Red, Defect. Finds each part as it enters the inspection zone.

How does quality control line monitor help?

Fewer escapes, every reject with evidence. Logs each reject with a photo for the QC report.

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.