TY - GEN
T1 - Sistema de Detección de Control de Estudiantes Universitarios Basado en Machine Learning e Inteligencia Artificial
AU - Lopez-Carreño, Joseph
AU - Calvo-Lavado, Cristhian
AU - Zarate-Perez, Eliseo
N1 - Publisher Copyright:
© 2022 Latin American and Caribbean Consortium of Engineering Institutions. All rights reserved.
PY - 2022
Y1 - 2022
N2 - The objective of this study was to program a school assistant based on artificial intelligence and integrated with surveillance cameras and loudspeakers in a university classroom. This was done to complement the supervision carried out by university teachers to identify student distractions, guarantee the proper use of masks, and evaluate student behaviors in class. The virtual assistant was developed using Python to generate audio warnings through a graphical interface built in the PyCharm environment. The results demonstrated the desired functionality of the virtual assistant, its ability to meet the requirements of a university classroom, and thereby the effectiveness of the YOLO v5 network and PyCharm used for the training, execution, construction, and implementation of the system.
AB - The objective of this study was to program a school assistant based on artificial intelligence and integrated with surveillance cameras and loudspeakers in a university classroom. This was done to complement the supervision carried out by university teachers to identify student distractions, guarantee the proper use of masks, and evaluate student behaviors in class. The virtual assistant was developed using Python to generate audio warnings through a graphical interface built in the PyCharm environment. The results demonstrated the desired functionality of the virtual assistant, its ability to meet the requirements of a university classroom, and thereby the effectiveness of the YOLO v5 network and PyCharm used for the training, execution, construction, and implementation of the system.
KW - Artificial intelligence
KW - School assistant
KW - Student monitoring
KW - Teaching assistant
KW - University education
UR - https://www.scopus.com/pages/publications/85150700942
U2 - 10.18687/LEIRD2022.1.1.178
DO - 10.18687/LEIRD2022.1.1.178
M3 - Contribución a la conferencia
AN - SCOPUS:85150700942
T3 - Proceedings of the LACCEI international Multi-conference for Engineering, Education and Technology
BT - Proceedings of the 2nd LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development
A2 - Larrondo Petrie, Maria M.
A2 - Texier, Jose
A2 - Matta, Rodolfo Andres Rivas
T2 - 2nd LACCEI International Multiconference on Entrepreneurship, Innovation and Regional Development, LEIRD 2022
Y2 - 6 December 2022 through 7 December 2022
ER -