Sophisticated face mask dataset: a novel dataset for effective coronavirus disease surveillance
Sheikh Burhan Ul Haque,
Mohd Hanief Wani
Abstract:<span lang="EN-US">Efficient and accurate coronavirus disease (COVID-19) surveillance necessitates robust identification of individuals wearing face masks. This research introduces the sophisticated face mask dataset (SFMD), a comprehensive compilation of high-quality face mask images enriched with detailed annotations on mask types, fits, and usage patterns. Leveraging cutting-edge deep learning models—EfficientNet-B2, ResNet50, and MobileNet-V2—, we compare SFMD against two established benchmarks: the … Show more
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