Count specific objects in any image - instantly, using a Vision agent

The Object Counter Agent goes beyond basic detection - it quantifies visually specific items, like Ford Transits in a fleet yard, Makita drills on a workbench, or blue-and-white capsules in a blister pack. Designed for visual precision in complex environments, it delivers fast, structured counts to support real operational decisions.

Vision AI for real-world results

Apply the Object Counter Agent across a wide range of industries to automate counting tasks, reduce manual effort, and improve operational visibility:

Identify and count specific object types

Detect and quantify branded assets, car types, or unique items in public spaces for marketing analytics or fleet monitoring.

Track tools, parts, or safety gear

Ensure required items are present before and after tasks in industrial, repair, or service workflows.

Verify product or stock quantities

Count products on shelves, in displays, or in packaging to automate retail or logistics checks.

Monitor people and vehicles

Track foot traffic, queue lengths, or vehicle flow at worksites, events, or facility entrances.

How it works

Object Counter Agent

Pill identification using Vision agents

The agent detects and counts specific objects in images - including defined makes, models, or visual classes like particular vehicle types, branded tools, or equipment variants - even in cluttered scenes, low lighting, or partial views.

You simply provide an image — from a mobile device, drone, CCTV feed, or upload — and receive structured output, including:

  • Total object count
  • Recognised object class or label (e.g. “Transit Van”, “Cordless Drill”)
  • Confidence score per object type
  • Optional metadata for downstream processing

The agent supports multiple target types in one image and can be configured to only count objects that match specific visual criteria - not just general categories.

Vision AI Use Cases

Use cases powered by this agent

Explore real-world examples using the Object Counter Agent to count items automatically, improve accuracy, and streamline inventory or process tracking.

Ready to see Vision AI agents in action?