Facemask detection using face recognition

 

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Autoři: Teira, Xoán, Guerra, Nikolai Andreas, Castillo-Santamaria, Jahir Gamar, Muñoz, Lilia, Villarreal, Vladimir
Médium: artículo original
Stav:Versión publicada
Datum vydání:2023
Popis: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.
Země:Portal de Revistas TEC
Instituce:Instituto Tecnológico de Costa Rica
Repositorio:Portal de Revistas TEC
Jazyk:Español
OAI Identifier:oai:ojs.pkp.sfu.ca:article/6928
On-line přístup:https://revistas.tec.ac.cr/index.php/tec_marcha/article/view/6928
Klíčové slovo:Facial detection
face mask
Python
OpenCV
Arduino
MediaPipe
Artificial Intelligence
Reconocimiento facial
mascarillas
Inteligencia Artificial