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Object Detection

Object detection for workplace safety and operations

Object detection is a computer vision technology that recognizes, locates and counts objects in images or video, such as helmets, vests, vehicles, goods or product defects. Detections are passed to dashboards and notifications so they can be acted upon.

Safety Monitoring, Visual Inspection

  • PPE safety monitoring
  • Goods & vehicle counting
  • Industrial visual inspection
  1. 01Work area camera
  2. 02Detection model
  3. 03Objects & location
  4. 04Rules & thresholds
  5. 05Dashboards & alerts

Business problems

Business problems we solve

PPE violations go unnoticed

Supervisors cannot watch every work area at all times.

Manual counts are inaccurate

Goods or vehicle counts are recorded by hand and often differ.

Defects slip through inspection

Manual visual inspection is tiring and results are inconsistent.

What we build

What we build

  • 01

    Safety Monitoring

    Detect PPE usage and people in hazardous zones.

  • 02

    Vehicle Recognition

    Recognize vehicle types and license plates at gates or loading areas.

  • 03

    Counting

    Count goods, vehicles or people passing specific points.

  • 04

    Industrial Vision

    Detect visual defects on products along the production line.

Example applications

How we start

  • Collect samples

    Footage or images from the real site to train and test models.

  • Test on site

    A proof of concept in one area before expanding.

  • Measure results

    Accuracy and false alarm rates are measured with the operations team.

Architecture & approach

Architecture & approach

  1. 01

    Define the objects

    Objects, conditions and events to detect.

  2. 02

    Choose or train models

    Existing models for common objects, additional training for specific ones.

  3. 03

    Business rules

    Thresholds, zones and schedules that decide when alerts are sent.

  4. 04

    Integration

    Results flow into dashboards, alerts or operational systems.

Technology & integration

Technology & integration

  • Python
  • IP camera / CCTV stream
  • Object detection models
  • Edge devices
  • REST API
  • Dashboards & alerts

Deployment

Deployment models

Option Description Best for
Edge AI Detection on a device near the camera for fast response.
  • Real-time safety monitoring
  • Limited bandwidth
On-premise server Many cameras processed on internal servers.
  • Large plants & warehouses

FAQ

Frequently asked questions

How much data is needed?
It depends on the objects and site conditions. For common objects, existing models are a starting point; specific objects need additional samples from your site.
How do you reduce false alarms?
With detection zones, confidence thresholds and duration rules, then reviewing results with the team on site.

Ready to discuss your requirements?

Tell us about your context and goals. We will help map the solution, priorities and an initial estimate.