ConductVision
Partner With Us

Capabilities - PPE Detection

PPE Detection is designed to monitor workers in real time to verify that required personal protective equipment is being worn. The system identifies hard hats, high-visibility vests, safety goggles, gloves, and respiratory protection across multiple camera feeds simultaneously. Rather than relying on periodic manual inspections, continuous monitoring can catch the moment equipment is removed or forgotten. The platform supports custom PPE types through transfer learning, accommodating site-specific requirements. It is built for environments subject to occupational safety standards.

PPE Detection
Compliance Monitoring
Continuous
Processing Latency
<75ms
Standard PPE Types
6

How it works - PPE Detection in three steps

Get started with ppe detection in minutes using your existing camera infrastructure.

  • Connect Site Cameras. Use existing site surveillance cameras or add purpose-mounted cameras at entry gates, work zones, and high-risk areas. The system works with any IP camera delivering at least 720p resolution.
  • Detect Workers and Equipment. The model simultaneously detects workers and the PPE items they are (or are not) wearing. Each person is assessed against the zone-specific PPE requirements configured for that camera view.
  • Alert on Non-Compliance. When a worker enters a zone without required PPE, the system sends an alert to the safety supervisor with a snapshot and the specific items missing. All compliance events are logged for reporting.

Features

Everything you need for production-grade ppe detection.

  • Hard Hat Detection. Detects the presence or absence of hard hats on workers, distinguishing between proper wearing, improper wearing (tilted/backward), and absence.
  • High-Visibility Vest Detection. Identifies high-vis vests and jackets, including color classification (orange, yellow, green) to verify the correct vest type for the work zone.
  • Safety Goggle and Face Shield Detection. Verifies eye protection is worn in designated areas. Works at distances up to 15 meters with cameras providing at least 1080p resolution.
  • Glove Detection. Identifies whether workers are wearing gloves when handling materials or operating equipment. Best performance with cameras positioned to capture hand and arm regions.
  • Respiratory Protection Detection. Detects N95 masks, half-face respirators, and full-face respirators. Distinguishes between proper fit and mask-below-nose conditions.
  • Zone-Based PPE Rules. Configure different PPE requirements for different zones within a site. A warehouse aisle may require only vests, while a welding bay requires full face shield, gloves, and apron.
  • Custom PPE Training. Train the system to recognize site-specific PPE items (fall harnesses, hearing protection, specific aprons) using as few as 300 annotated images via transfer learning.
  • Compliance Reporting Dashboard. Daily, weekly, and monthly compliance rates by zone, shift, and PPE type. Exportable reports support safety audit documentation.

Use cases

Real-world applications of ppe detection across industries.

Construction Site Safety

Construction sites have varying PPE requirements across zones and trades. Continuous monitoring can ensure that workers wear the correct equipment as they move between different risk areas.

  • Construction

Manufacturing Floor Compliance

Factory floors require specific PPE near machines, chemical storage, and assembly areas. Automated detection can catch workers who forget to don required equipment after breaks.

  • Manufacturing

Oil and Gas Operations

Refineries and drilling sites have strict PPE requirements that vary by hazard zone. Camera-based monitoring can supplement manual safety patrols in hard-to-access areas.

  • Energy
  • Chemical

Mining Operations

Underground and open-pit mines require continuous PPE monitoring in environments where conditions change rapidly. The system is designed to operate under challenging lighting and dust conditions.

  • Mining

Food Processing Hygiene

Food facilities require hairnets, gloves, and sometimes face shields in processing areas. Detection can ensure hygiene compliance is maintained throughout production shifts.

  • Food Processing
  • Manufacturing

Laboratory Safety

Research laboratories require goggles, gloves, and lab coats in specific areas. Automated monitoring can support laboratory safety officers in maintaining compliance with institutional protocols.

  • Research
  • Pharma

See how ppe detection works in your environment

Schedule a free discovery call. We will walk through your cameras, your use case, and what our detection models can do for you.

Explore a Pilot

Technical specifications

Models
YOLOv8 multi-label detector with PPE-specific training on 500K+ annotated construction and industrial images
Accuracy
Detects 6 standard PPE types: hard hats, vests, goggles, gloves, respirators, and face shields; custom PPE via transfer learning
Latency
<75ms per frame on NVIDIA T4
Input Formats
RTSP, ONVIF, MP4, HLS
Output Formats
JSON, MQTT, Webhooks, CSV compliance reports, PDF audit reports
Edge Support
NVIDIA Jetson, ruggedized field units, mine-safe enclosures available

Ready to explore what AI vision can do for you?

Start a Conversation

Contact us

  • Headquarters
    ConductScience Inc.
    5250 Old Orchard Rd Suite 300
    Skokie, IL 60077
    +1 (847) 983-3672
  • Sales & Support
    info@conductscience.com
    Mon – Fri, 9 AM – 5 PM EST