A hybrid deep transfer learning model with machine learning methods for face mask detection in the era of the COVID-19 pandemic

By Mohamed Loey, Gunasekaran Manogaran, Mohamed Hamed N. Taha, Nour Eldeen M. Khalifa. Measurement : journal of the International Measurement Confederation, 2020

610 citations recorded by the source corpus.

Highlights • A hybrid deep and machine learning model proposed for face mask detection.• The model can impede the Coronavirus transmission, specially COVID-19.• Three face mask datasets have experimented with this research.• The introduced model achieves high performance in the experimental study.

Subfields: Computer Vision and Pattern Recognition, Pulmonary and Respiratory Medicine

View Paper: https://www.semanticscholar.org/paper/21a781c8c1223f0241d150eb972bc2ba77d6efca