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Intelligent Real-Time Face-Mask Detection System with Hardware Acceleration for COVID-19 Mitigation

This paper proposes and implements a dedicated hardware accelerated real-time face-mask detection system using deep learning (DL). The proposed face-mask detection model (MaskDetect) was benchmarked on three embedded platforms: Raspberry PI 4B with either Google Coral USB TPU or Intel Neural Compute...

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Detalles Bibliográficos
Autores principales: Sertic, Peter, Alahmar, Ayman, Akilan, Thangarajah, Javorac, Marko, Gupta, Yash
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9141441/
https://www.ncbi.nlm.nih.gov/pubmed/35628009
http://dx.doi.org/10.3390/healthcare10050873