International Journal of Advanced Science and Computer Applications
Vol. 3 No. 2 (2024): September 2024

A Comparative Study of Embedded Learning Models IoT-Based For Real time Mask Detection

Mohamed Amine Meddaoui (Béni Mellal)
Mohammed Erritali (Béni Mellal)
françoise Sailhan (Béni Mellal)

Article Info

Publish Date
26 Dec 2023

Abstract

Following the outbreak of the coronavirus, many preventive measures are implemented to slow down the transmission of the virus. Amongst others, face mask detection is a key innovative technology that allows the identification of the number of individuals wearing face masks. In this regard, this paper provides a comparative study of several machine learning and deep learning algorithms (e.g., SVM, RNN, Mask-RCNN, LSTM, CNN, Auto-Encoder, GAN, U-Net GAN) that support mask detection

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Journal Info
International Journal of Advanced Science and Computer Applications
Website

Abbrev

ijasca

Publisher

UK Institute

Subject

Aerospace Engineering Agriculture, Biological Sciences & Forestry Automotive Engineering Chemical Engineering, Chemistry & Bioengineering Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Earth & Planetary Sciences Electrical & Electronics Engineering Energy Environmental Science Industrial & Manufacturing Engineering Materials Science & Nanotechnology Mechanical Engineering

Description

International Journal of Advanced Science and Computer Applications (IJASCA) is a peer-reviewed open-access journal. The journal invites scientists and engineers throughout the world to exchange and disseminate theoretical and practice-oriented the whole spectrum of Advanced Science and Computer ...