Real-Time Face Mask Detection Using Machine Learning

Abstract

“Real-Time Face Mask Detection Using Machine Learning”, is a Machine Learning-based project in real-time. Covid 19 has a huge impact on our modern daily life. We have been suffering from the Covid pandemic since late 2019. Our regular life became much tougher than ever. We have a Wearing mask, one of the major rules we have to maintain in this pandemic situation. We have created a machine learning project that will detect immediately if a person wearing a mask or not. The project can be a crying need for this pandemic situation. The project has been built with python with the help of library functions like TensorFlow, OpenCV, Keras, and many more. This system recognition works very fast to detect masks with the value of percentages in the OpenCV camera view. After running the project, the webcam will automatically open itself and start detecting a face with a mask or not a mask in it. This project can be used in any government office, bank, hospital, educational institution, Closed Circuit Camera, and corporate offices as well. This system is very fast to recognize masks in a fast way of time.