Smarat tag for social distance and face mask detection

نویسندگان

چکیده

Today the biggest problem world is facing above all natural disasters Covid-19. It's been more than a year but solution to issue still at far fetch. However, have few ways control outbreak as instructed by WHO (World Health Organization). A among them are wearing mask and maintaining social distance. The objective of project detect face masks in public gathering or an event. algorithm used achieve MobileNet V2. An image people without input dataset. There processes involved achieving that include pre-processing, data augmentation, training, testing segmentation. After processes, with help Mask R-CNN algorithm, will get segmented dataset not mask. Then, model implemented using webcam where result along accuracy percentage.

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ژورنال

عنوان ژورنال: International Journal of Health Sciences (IJHS)

سال: 2022

ISSN: ['2550-6978', '2550-696X']

DOI: https://doi.org/10.53730/ijhs.v6ns5.9232