LIN, CHEN JIE
National Taipei University of Education Graduate School of Information Science Student
Email：ckdcshadow@gmail.com
LIU, YUAN CHEN
National Taipei University of Education Graduate School of Information Science Professor
Email：liu@tea.ntue.edu.tw
Abstract
The extremely high transmission rate of the COVID-19 has made the supply of medical resources in countries around the world in short supply. The implementation of quarantine in order to avoid group infections has a serious impact on the economy, transportation, education and other aspects. Epidemic prevention will be a routine task that needs to be carried out for a long time and cannot be neglected.
In view of the fact that wearing a mask is currently an effective method of epidemic prevention, and the current face detection model is not effective for masked faces that cover half of the face, this study will use deep learning convolutional neural networks to overcome the above I hope to contribute to the prevention and control of the epidemic.
Keywords :COVID-19, Convolutional Neural Network, Face Detection, Masked