Transfer learning for mobile real-time face mask detection and localization.

Journal: Journal of the American Medical Informatics Association : JAMIA
PMID: 33713140

Abstract

OBJECTIVE: Due to the COVID-19 pandemic, our daily habits have suddenly changed. Gatherings are forbidden and, even when it is possible to leave the home for health or work reasons, it is necessary to wear a face mask to reduce the possibility of contagion. In this context, it is crucial to detect violations by people who do not wear a face mask.

Authors

  • Francesco Mercaldo
    Institute for Informatics and Telematics, National Research Council of Italy (CNR), Pisa, Italy; Department of Biosciences and Territory, University of Molise, Pesche (IS), Italy. Electronic address: francesco.mercaldo@iit.cnr.it.
  • Antonella Santone
    Department of Biosciences and Territory, University of Molise, Pesche (IS), Italy.

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