CMD: Real-Time Compliant Mask Detection using Transfer Learning

• Main Authors: Serrano, Pamela Anne C., Mendoza, Jhorcen P., Tarun, Ivan George L., Lopez, Vidal Wyatt M., Abu, Patricia Angela R
• Format: text
• Published: Archīum Ateneo 2023
• Subjects: computer vision; face mask detection; image classification; real-Time; transfer learning; Computer Engineering; Electrical and Computer Engineering; Engineering
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/368; https://doi.org/10.1145/3608143.3608153
• Institution: Ateneo De Manila University

Wearing masks has served as one of the key practices to contain the spread of COVID-19. This study aims to offer an enhanced approach to the automated monitoring of mask-wearing compliance by developing models that identify correctly masked, incorrectly masked, occluded unmasked, and non-occluded un...