<> "The repository administrator has not yet configured an RDF license."^^ . <> . . . "FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas"^^ . "A new artificial intelligence-based approach is proposed by developing a deep learning (DL) model for identifying the people who violate the face mask protocol in public places. To achieve this goal, a private dataset was created, including different face images with and without masks. The proposed model was trained to detect face masks from real-time surveillance videos. The proposed face mask detection (FMDNet) model achieved a promising detection of 99.0% in terms of accuracy for identifying violations (no face mask) in public places. The model presented a better detection capability compared to other recent DL models such as FSA-Net, MobileNet V2, and ResNet by 24.03%, 5.0%, and 24.10%, respectively. Meanwhile, the model is lightweight and had a confidence score of 99.0% in a resource-constrained environment. The model can perform the detection task in real-time environments at 41.72 frames per second (FPS). Thus, the developed model can be applicable and useful for governments to maintain the rules of the SOP protocol."^^ . "2023-07" . . . "23" . "13" . . "Sensors"^^ . . . "14248220" . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . "J. V. Bibal"^^ . "Benifa"^^ . "J. V. Bibal Benifa"^^ . . "Ángel Gabriel"^^ . "Kuc Castilla"^^ . "Ángel Gabriel Kuc Castilla"^^ . . "Mohd Ammar Bin"^^ . "Hayat"^^ . "Mohd Ammar Bin Hayat"^^ . . "Hany S."^^ . "Hussein"^^ . "Hany S. Hussein"^^ . . "Channabasava"^^ . "Chola"^^ . "Channabasava Chola"^^ . . "Debora L."^^ . "Ramírez-Vargas"^^ . "Debora L. Ramírez-Vargas"^^ . . "Faijan"^^ . "Akhtar"^^ . "Faijan Akhtar"^^ . . "Md Belal"^^ . "Bin Heyat"^^ . "Md Belal Bin Heyat"^^ . . "Isabel de la Torre"^^ . "Díez"^^ . "Isabel de la Torre Díez"^^ . . "Salabat"^^ . "Khan"^^ . "Salabat Khan"^^ . . "Abdullah Y."^^ . "Muaad"^^ . "Abdullah Y. Muaad"^^ . . "Rajat"^^ . "Mehrotra"^^ . "Rajat Mehrotra"^^ . . . . . . "FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas (Texto)"^^ . . . "sensors-23-06090.pdf"^^ . . . "FMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas (Otro)"^^ . . . . . . "indexcodes.txt"^^ . . "HTML Summary of #7793 \n\nFMDNet: An Efficient System for Face Mask Detection Based on Lightweight Model during COVID-19 Pandemic in Public Areas\n\n" . "text/html" . . . "Engineering"@en . "Ingeniería"@es . .