Face Masked Detection

Our Research

Face Masked Detection

This application consists of two main stages, namely face location detection and the classification of mask usage on the detected faces. The face location detection stage uses the 'blazeface' module obtained from @tensorflow-models/blazeface.
This module provides the coordinates of the detection box (top, left, bottom, right) for a face in an image. The classification stage will classify the detected faces from the first stage into three categories: full mask usage (green), partial mask usage (yellow), and no mask usage (red).

How to use this application:

1. Direct your face towards the camera and maintain an upright position at a distance of 2 meters.
2. Please wait for a few minutes; the system will detect your mask usage.