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All Journal IJIIS: International Journal of Informatics and Information Systems
Augusta Jannatul Firdaus
Universitas Hasyim Asy’ari, Indonesia
Computer Science & IT

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Implementation of the Convolutional Neural Network Method to Detect the Use of Masks Arbiati Faizah; Pujo Hari Saputro; Augusta Jannatul Firdaus; Raden Nur Rachman Dzakiyullah
International Journal of Informatics and Information Systems Vol 4, No 1: March 2021
Publisher : International Journal of Informatics and Information Systems

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.47738/ijiis.v4i1.75

Abstract

The planet has been taken seriously by Coronavirus disease since the end of 2019. Wearing a mask in public is one of the key means of security for people. Furthermore, certain public service vendors only require clients to use the service if they wear masks correctly. However, based on image processing, there is relatively little study into the discovery of face masks. Almost everybody appears to wear a mask in order to shield themselves from the COVID-19 Pandemic. Monitoring whether people in the crowd wear face masks at the most public place, such as malls, museums, parks, has become increasingly important. The development of an AI approach to deal with if the person wears a face mask and their entrance would significantly assist society. In this article, we will use a deep learning model that is then combined with Keras / TensorFlow & OpenCV, respectively CNN or Confusional Neural Network. The accuracy of the research results obtained from this model is more than 96%.
Co-Authors Arbiati Faizah Nur Rachman Dzakiyullah Pujo Hari Saputro