Pixuate
Factory & Industrial Analytics

Safety Gear Detection

Detects whether workers are wearing the required safety gear — hard hats, hi-vis vests, safety goggles, gloves, and other PPE — from IP cameras. It first detects each person in view, then checks for the presence or absence of each required item, alerting supervisors in real time when someone enters a zone without the necessary equipment. Detecting finer distinctions — such as a specific hard-hat or jacket colour to denote role or department — is supported as a customisation that requires additional model training.

Key Features

Discover the powerful capabilities that make Safety Gear Detection stand out

Per-person PPE check — detects each figure, then verifies required gear

Hard hat detection — present or absent

Hi-vis vest detection

Safety goggles and face shield detection

Gloves and safety footwear detection where visible

Colour- or type-specific gear distinction (e.g. helmet colour by role) — available as a custom-trained option

Zone-based compliance — different PPE requirements per area

Real-time alert to supervisor when gear is missing

Compliance log per shift and zone for safety reporting

Edge deployment for continuous shop floor monitoring

Technical Specifications

Detailed technical information about Safety Gear Detection

Camera:2MP+ IP CCTV (RTSP)
Deployment:Edge device or on-premises server
Customisation:Colour/type-specific gear classes via additional model training
Output:PPE compliance status per person, missing item type, zone, timestamp, image crop

Prerequisites & Limitations

What Safety Gear Detection needs to run reliably, and the operating limits to plan for.

Prerequisites

  • Camera: 2MP+ IP/RTSP covering the work zone or access point where PPE is required
  • Adequate illumination — pair with an IR illuminator for low-light areas
  • Stable bandwidth between camera and edge/server — roughly 4–8 Mbps per 2MP H.264/H.265 stream
  • Mounting so each worker's head and upper body are clearly visible to check helmets, vests, and goggles
  • Stable power and network at the deployment point

Operating Limits

Factor Edge Server
Incident / event capture rate≤ ~5 events per second≤ ~20 events per second
Concurrent camera streams per node1–4 streams (Jetson TX2 / Orin)8–16+ streams
Minimum person size in frame≥ ~40 px height≥ ~40 px height
Event-to-alert latency< ~1 s on-deviceDepends on network round-trip

Indicative figures — actual limits depend on hardware, scene, and configuration.

Related Knowledge Base

Learn about the hardware and infrastructure components used in a Safety Gear Detection deployment.

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