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Argus

Object detection model for every unit on the floor

Go beyond generic vision. Floor Perception

Detect units, pallets, and exceptions in real time — and bind every sighting to Metaphysics.

A

Industrial-grade detection

Argus is trained for warehouse reality — occlusion, mixed lighting, and dense SKUs included.

B

Beat generic baselines

On floor workloads, Argus outperforms general models like YOLOv11 where industrial accuracy matters.

C

Edge-ready

Run close to the camera so latency stays low enough for live operations.

Argus detection output

01 / 04

Built for warehouse vision

Optimised for totes, pallets, labels, and aisle geometry — not internet photo benchmarks alone.

Solving complex problems across warehouse and industrial floors in days, not years.

  • Warehousing & Fulfilment

    01
    Warehouse fulfilment operations

    Warehouse fulfilment operations

    Detect units, pallets, and aisle exceptions as work happens.

  • 3PL & Logistics

    02
    Logistics truck and freight operations

    Logistics truck and freight operations

    Give every site eyes on physical reality — not yesterday’s count.

  • Manufacturing & Parts

    03
    Manufacturing and parts production

    Manufacturing and parts production

    Bind detections to parts and stations Metaphysics already knows.

  • Retail Distribution

    04
    Retail distribution operations

    Retail distribution operations

    Catch mis-slots and missing inventory before the next wave fails.

  • Cold Chain

    05
    Cold chain storage and handling

    Cold chain storage and handling

    Sense door, dwell, and handling exceptions in temperature-critical lanes.

  • Ports & Terminals

    06
    Port terminal containers

    Port terminal containers

    See containers and yard moves, then write them into the ontology.

  • Spare Parts

    07
    Industrial spare parts and equipment

    Industrial spare parts and equipment

    Find every unit on the floor and map it to the live inventory model.

  • Pharmaceutical Distribution

    08
    Pharmaceutical distribution

    Pharmaceutical distribution

    Evidence-backed sightings for every regulated movement.

Build now with Argus

Build with Argus

Put industrial object detection on the floor — and connect it to every decision system you run.

Talk to Spectr

Map where Argus fits — in days, not quarters.