Performance Evaluation of Face Mask Detection for Real-Time Implementation on an RPi

• Main Authors: Tarun, Ivan George L., Lopez, Vidal Wyatt M., Serrano, Pamela Anne C., Abu, Patricia Angela R, Reyes, Rosula, Estuar, Ma. Regina Justina
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: embedded platform; Face mask detection; multi-face detection; Raspberry Pi; Computer Engineering; Engineering; VLSI and Circuits, Embedded and Hardware Systems
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/403; https://archium.ateneo.edu/context/discs-faculty-pubs/article/1403/viewcontent/Paper_105_Performance_Evaluation_of_Face_Mask_Detection.pdf
• Institution: Ateneo De Manila University

Mask-wearing remains to be one of the primary protective measures against COVID-19. To address the difficulty of manual compliance monitoring, face mask detection models considerate of both frontal and angled faces were developed. This study aimed to test the performance of the said models in classi...