Facemask detection using face recognition

 

Αποθηκεύτηκε σε:
Λεπτομέρειες βιβλιογραφικής εγγραφής
Συγγραφείς: Teira, Xoán, Guerra, Nikolai Andreas, Castillo-Santamaria, Jahir Gamar, Muñoz, Lilia, Villarreal, Vladimir
Μορφή: artículo original
Κατάσταση:Versión publicada
Ημερομηνία έκδοσης:2023
Περιγραφή:This project was carried out in response to some current demands which dictate that the use of masks is mandatory within closed spaces such as Schools and Universities. The objective that was raised was to make a prototype that, using a camera and applying artificial intelligence, could detect whether or not a person is wearing a mask. For it, some Python libraries were used, such as media pipe, also openCV, Arduino. This artificial intelligence for its correct operation was trained with various videos of people without and with masks and through pattern recognition the objective was reached, when detecting a person without a mask an LED will turn on and an alert sound will be emitted, on the other hand, in case it recognizes that the person has the mask, only a green LED will light up.
Χώρα:Portal de Revistas TEC
Ίδρυμα:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
Γλώσσα:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/6928
Διαθέσιμο Online:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/6928
Λέξη-Κλειδί :Facial detection
face mask
Python
OpenCV
Arduino
MediaPipe
Artificial Intelligence
Reconocimiento facial
mascarillas
Inteligencia Artificial