The purpose of the Face Mask Detection is to control COVID-19 and restrict peoples to wear mask on public places. It detects whether a person is wearing a mask or not and if he/she is not wearing mask, it recognize who the person is and send e-mail to the particular person. It even detects whether a person is wearing mask properly or not i.e. below the chin. The whole program (code) was written in python using its various packages. The model for Mask detection was trained using 3833 images taken from Kaggle. For recognizing person and sending e-mail to the particular person, Face recognition and smtplib packages were used. The accuracy and validation accuracy of the trained model was 99.24% and 99.61% respectively.
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Face Mask Detection using MobileNetV2