Open AccessAI Enabled Face Mask Detector
Author(s) -
Shivraj Patil
Publication year - 2021
Publication title -
international journal for research in applied science and engineering technology
Language(s) - English
Resource type - Journals
ISSN - 2321-9653
DOI - 10.22214/ijraset.2021.35673
Subject(s) - face (sociological concept) , detector , computer science , covid-19 , artificial intelligence , face masks , computer vision , battle , face detection , facial recognition system , pattern recognition (psychology) , geography , telecommunications , medicine , social science , disease , archaeology , pathology , sociology , infectious disease (medical specialty)
Covid-19 pandemic is causing a global health crisis. To battle against the virus everyone should wear a face mask. The face mask detector in this study is developed with a machine learning algorithm called MobileNetV2 which is an image classification method. The steps to build the model are collecting the data, pre-processing, split the data, testing the model and implement the model.