Research Aim: Due to the Covid-19 pandemic, the use of face masks was mandatory as a safety precaution. This has generated many issues for the facial recognition systems. This study will focus on the development of the facial recognition system when people are wearing a face mask through various frameworks. A face detector will be employed, and through different stages, we will analyse whether the face can be detected or not when wearing a mask.