Effectiveness of Image Augmentation Techniques on Non-Protective Personal Equipment Detection Using YOLOv8

Non-Protective Personal Equipment (PPE) detection is crucial on construction sites. Although deep learning models are adept at identifying such information from on-site cameras, their success relies on large, diverse, and high-quality datasets. Image augmentation offers an alternative for artificial...

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Bibliographic Details
Main Authors: Sungman Park, Jaejun Kim, Seunghyeon Wang, Juhyung Kim
Format: Article
Language:English
Published: MDPI AG 2025-02-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/15/5/2631
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