Contactless Attendance Management System using Artificial Intelligence

نویسندگان

چکیده

Abstract Attendance monitoring is one of the vital administrative processes in all educational institutions and organizations. A well-structured system will enable to have an increasing growth. It helps students teachers ways a good progress attendance, thereby reducing teachers’ time effort. In physical classrooms, traditional method calling names marking their presence/absence routine process followed regularly. proposed using artificial intelligence. Firstly, database containing facial images particular class constructed. Knowledge gained Convolutional Neural Network (CNN) reused perfect manner transfer learning. This designed improve students’ engagement inside classroom, communicate parents frequently, avoid proxy attendance generate detailed reports for future reference.

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ژورنال

عنوان ژورنال: Journal of physics

سال: 2021

ISSN: ['0022-3700', '1747-3721', '0368-3508', '1747-3713']

DOI: https://doi.org/10.1088/1742-6596/1714/1/012006