Deep Learning for Real-Time PPE Usage Monitoring Using Wearable IMU Sensors

Deep Learning for Real-Time PPE Usage Monitoring Using Wearable IMU Sensors

Ensuring the proper use of Personal Protective Equipment (PPE) is critical for safeguarding workers in high-risk environments, such as power distribution systems. This work presents an innovative approach to monitoring PPE usage through Deep Neural Networks (DNNs). Using data from inertial measureme...

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Bibliographic Details
Main Authors: Pedro Carvalho da Fonseca Guimaraes, Leonardo Braga de Cristo, Marcos Eduardo Pivaro Monteiro, Joao Luiz Rebelatto, Guilherme de Santi Peron, Ohara Kerusauskas Rayel, Guilherme Luiz Moritz
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
IoT
PPE
DNN
CNN
BiLSTM
AI
Online Access:https://ieeexplore.ieee.org/document/10990186/
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https://ieeexplore.ieee.org/document/10990186/

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