Agriculture and Aquaculture Reference demo

Shrimp Post-Larvae Counting

Fair counts for buyer and seller. Counts the tray and estimates size.

Shrimp Post-Larvae Counting, generated site photo 1 with example AI detectionsShrimp Post-Larvae Counting, generated site photo 2 with example AI detectionsShrimp Post-Larvae Counting, generated site photo 3 with example AI detectionsShrimp Post-Larvae 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 Shrimp Post-Larvae 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

    Finds hundreds of tiny larvae in the tray.

  2. 02Recognize

    Separates larvae from debris and bubbles.

  3. 03Analyze

    Counts the tray and estimates size.

  4. 04Process

    Works out stocking density for each pond.

  5. 05Inform

    Prints the count on the sale record.

What the AI Detects

Larva

VYROX engines: Density model, VYROX HawkEye Nano

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

Shrimp Post-Larvae Counting: Short Answers.

What does AI detect in shrimp post-larvae counting?

The classes for this use case are Larva. Finds hundreds of tiny larvae in the tray.

How does shrimp post-larvae counting help?

Fair counts for buyer and seller. Prints the count on the sale record.

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.