Research Article
Open Access Face Mask Detection Using Deep Learning For Public Places
Asmaallah FALLAHA, Mohamad Taj Eddin ASHOUR, Dala KRAYEM, Saed ALQARALEH
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies Vol. 14 pp. 16–19 2026 https://doi.org/10.36287/setsci.5.2.004
Over the past century, before and after the pandemic of COVID-19, workers in multiple sectors, such as medical, chemical, and nuclear, have been required to wear face masks during duties. However, physical 24/7 supervision is nearly impossi…
Research Article
Open Access CNN Hyperparameters Optimization Using Random Search For Image Classification
Dala KRAYEM, Asmaallah FALLAHA, Mohamad Taj Eddin ASHOUR, Saed ALQARALEH
Proceedings of the 6th International Symposium on Innovative Approaches in Smart Technologies Vol. 14 pp. 34–37 2026 https://doi.org/10.36287/setsci.5.2.007
In the last decade, deep learning in general and Convolutional Neural Networks (CNN) have achieved a human level and outstanding performance in almost all computer-based systems such as classification(text, images, and videos). Building an …
