Precision Face Mask Detection in Crowded Environment using Machine Vision
Jamil Abedalrahim Jamil Alsayaydeh,
Mohd Faizal bin Yusof,
Chan Yoke Lin
et al.
Abstract:In the face of rampant global disease transmission, effective preventive strategies are imperative. This study tackles the challenge of ensuring compliance in crowded settings by developing a sophisticated face mask detection system. Utilizing MATLAB and the Cascade Object detector, the system focuses on detecting white surgical masks in frontal images. Training the system is critical for accuracy; therefore, cross-validation is employed due to limited data. The results reveal accuracies of 76.67% for initial … Show more
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