عنوان انگلیسی مقاله:
Smart attendance using deep learning and computer vision
ترجمه فارسی عنوان مقاله:
حضور هوشمند با استفاده از یادگیری عمیق و بینایی ماشین
Sciencedirect - Elsevier - Materials Today: Proceedings, 46 (2021) 4091-4094: doi:10:1016/j:matpr:2021:02:625
Attendance is an essential part of daily classroom evaluation. Traditional classroom follows a manual attendance marking system, i.e., calling a student’s names or by forwarding an attendance sheet. This process is both time-consuming and error-prone, i.e., student proxy, etc. Hence a face recognition based smart classroom attendance management system using computer vision and deep learning implemented on a Raspberry Pi has been proposed. It has been proposed to mount a camera at the top of the blackboard so that the students are visible while they are sitting down. A face detection algorithm followed by face recognition has been used to mark the attendance of the detected student.© 2020 Elsevier Ltd. All rights reserved. Selection and peer-review under responsibility of the scientific committee of the International Conference on Materials, Manufacturing and Mechanical Engineering for Sustainable Developments-2020.
Keywords: Convolutional Neural networks | Deep learning | Facenet | Haar cascades | Raspberry Pi | Smart classroom