Personal Protective Equipment Detection for Construction Workers

The Need for good worker safety gear (PPE) check on build place grow big. Why? Because rules more strict and need to make work place more safe. This study make new data, special for PPE check of workers, with many different situations and gear types. We use many YOLO models—YOLOv5, A-YOLOv5, LYOLOv5, AL-YOLOv5, YOLOv8, YOLOv5x6, and YOLOv9c—to make finding gear more correct and fast. These models use new smart ways to see things in busy build places. Test results show much better finding performance. This mean new YOLO models work good in

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-06-18
DOI
https://doi.org/10.5281/zenodo.15687798
Primary Topic
Occupational Health and Safety Research
Type
article
Field-Weighted Citation Impact
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article

Personal Protective Equipment Detection for Construction Workers

Zenodo (CERN European Organization for Nuclear Research)
Occupational Health and Safety Research
article

Personal Protective Equipment Detection for Construction Workers

article en

Abstract

The Need for good worker safety gear (PPE) check on build place grow big. Why? Because rules more strict and need to make work place more safe. This study make new data, special for PPE check of workers, with many different situations and gear types. We use many YOLO models—YOLOv5, A-YOLOv5, LYOLOv5, AL-YOLOv5, YOLOv8, YOLOv5x6, and YOLOv9c—to make finding gear more correct and fast. These models use new smart ways to see things in busy build places. Test results show much better finding performance. This mean new YOLO models work good in

Zenodo (CERN European Organization for Nuclear Research)
Decent work and economic growth
Openalex Percentile: Top 44%
Occupational Health and Safety Research
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Personal Protective Equipment Detection for Construction Workers · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS