Prof S.S. More,Ekansh Bharadwaj, Krishna Nidvanche

Our lives have been drastically changed over the last few years because of a global pandemic situation that closed the whole world for literally over a year and half. This pandemic definitely showed us one of the most important aspects of life - Health. Since the pandemic hit, millions have started to become aware of health as an overall necessity. In this paper, we have highlighted the manual security and biometric security finding a new non-contact solution to security to ensure safety of people indoors in closed spaces. The idea is a face mask detection safety door to ensure everyone who enters the indoor space must be in with basic protection against the virus. We have used the Haar Cascade Classifiers, a machine learning object detection program that is used for facial recognition. The NodeMCU is used to power the program which works with the camera module.

https://doi.org/10.58357/jedcs.2025.v4.i2.3