Particle Counting and Classification
Fair, repeatable grading for every lot. Counts totals and the share of each grade.
Photo 1 of 4How Does AI Handle Particle Counting and Classification?
Drag to orbit, right drag or two fingers to pan, scroll or pinch to zoom. The boxes, IDs and readings come from the simulation.
- 01Detect
Detects every bean or seed on the tray.
- 02Recognize
Classifies each one as good, broken or discoloured.
- 03Analyze
Counts totals and the share of each grade.
- 04Process
Grades the batch against the buyer specification.
- 05Inform
Prints a grading report in seconds.
What the AI Detects
VYROX engines: VYROX HawkEye, VYROX PixelBlade
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.
Particle Counting and Classification: Short Answers.
What does AI detect in particle counting and classification?
The classes for this use case are Good Bean, Broken, Discoloured. Detects every bean or seed on the tray.
How does particle counting and classification help?
Fair, repeatable grading for every lot. Prints a grading report in seconds.
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.