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21 / Real Estate & Construction

Computer Vision PPE & Safety Monitoring for Construction Sites

We put a desktop app on-site that watches the existing CCTV for missing helmets and vests, people in restricted zones and SOP breaches, with no cloud, no server and no internet.

Client
The Bansal Group
Stack & approach
Computer VisionPPE DetectionOn-PremiseYOLOv8Zero Cloud
Interface screens from Computer Vision PPE & Safety Monitoring for Construction Sites
Interface, from the 360Labs case-study deck (page 30).

The problem

Industrial facilities with 350+ workers ran manual gate registers, no PPE compliance tracking, no zone-violation detection, and hours of weekly safety reconciliation, with zero real-time occupancy or safety visibility.

Solution & architecture

A desktop application powered by open vision models processing live camera feeds locally. YOLOv8 handles PPE detection (helmet, vest), restricted-zone monitoring and person tracking with IN/OUT counting. All events land in SQLite; daily PDF and Excel reports are auto-emailed. No cloud, no servers, no internet required.

Why it is built this way

  • Fully local desktop app

    No cloud, no servers, no internet

  • Footage never leaves site

    All events written to local SQLite

  • Open models

    No per-frame API cost

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