Result

Here is a demo video to illustrate our work.

To make readers read our website easier, we captured these three images below from the above video.

Figure 15 shows detect no masks with improperly wearing masks, figure 16 shows detect no masks without wearing masks, and figure 17 shows detect masks with wearing masks. As we can see, in both figure 15 and figure 16 since the system cannot detect people wearing masks or improperly wearing masks, there will be a red frame to mark both face and nose, and with no mask sign and the percentage of people not wearing masks. In figure 17, it shows a blue frame to mark the face, and with a mask sign and the percentage of people wearing masks.