Wearing face mask detection using deep learning during COVID-19 pandemic

In the proposed method, according to the performance of these models, the most viable model for real-world and mobile device applications, was the YOLOv4-tiny model with the mean Average Precision (mAP) and Frames Per Second (FPS) of 85.31% and 50.66, respectively.