A YOLO-based deep learning model for Real-Time face mask detection via drone surveillance in public spaces

• Main Authors: A. Mostafa, Salama, Ravi, Sharran, Zebari, Dilovan Asaad, Zebari, Nechirvan Asaad, Mohammed, Mazin Abed, Nedoma, Jan, Martinek, Radek, Deveci, Muhammet, Ding, Weiping
• Format: Article
• Language: English
• Published: Elsevier 2024
• Subjects: QA Mathematics
• Online Access: http://eprints.uthm.edu.my/12406/1/J17873_dfbfd0a6c1a23868a3db57c66f452290.pdf; http://eprints.uthm.edu.my/12406/; https://doi.org/10.1016/j.ins.2024.120865
• Institution: Universiti Tun Hussein Onn Malaysia

Automating face mask detection in public areas is paramount to maintaining public health, especially in the context of the COVID-19 pandemic. Utilization of technologies such as deep learning and computer vision systems enables effective monitoring of mask compliance, thereby minimizing the risk of...