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SMD-YOLO: An efficient and lightweight detection method for mask wearing status during the COVID-19 pandemic

Zhenggong Han,Haisong Huang,3 作者,Xingran Chen

2022 · DOI: 10.1016/j.cmpb.2022.106888
Computer Methods and Programs in Biomedicine · 引用数 23

TLDR

An efficient and lightweight detection method based on YOLOv4-tiny, and a face mask detection and monitoring system for mask wearing status that achieves better overall detection performance compared with other SOTA detectors for real-time mask detection, demonstrated the superiority with both theoretical value and practical significance.

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