Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches

Fast Personal Protective Equipment Detection for Real Construction Sites Using Deep Learning Approaches

The existing deep learning-based Personal Protective Equipment (PPE) detectors can only detect limited types of PPE and their performance needs to be improved, particularly for their deployment on real construction sites. This paper introduces an approach to train and evaluate eight deep learning de...

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Bibliographic Details
Main Authors: Zijian Wang, Yimin Wu, Lichao Yang, Arjun Thirunavukarasu, Colin Evison, Yifan Zhao
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Sensors
Subjects:
PPE
construction safety
deep learning
You Only Look Once (YOLO)
image dataset
real-time detection
Online Access:https://www.mdpi.com/1424-8220/21/10/3478

Internet

https://www.mdpi.com/1424-8220/21/10/3478

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