ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH

RKAR. Kariapper

2021, Vol: 12, Issue: 3

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Review Article

SRP. 2021; 12(3): 314-321

doi: 10.31838/srp.2021.3.49

ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH

RKAR. Kariapper.

Abstract
The time and attendance systems help to monitor the employers and students working and attending time. Educational systems are struggling with the traditional system. It affects the pedagogical activities considerably. The traditional system is encountering many problems, and there is a need for a robust technological solution. This study focuses on building a two-factor prototype with RFID, IoT, and machine learning techniques. A microcontroller, GSM module, RFID tag, an RFID reader are used for first step verification. A camera with Multi-task Cascaded Convolutional Network (MTCNN) model is used for a second verification. When both are okay, students will get the attendance. If it fails, parents will get a notification about the student’s attendance. When the prototype is developed as a complete system, the educational system will be getting higher advantages.

Key words: ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING

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Pubmed Style

RKAR. Kariapper. ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. SRP. 2021; 12(3): 314-321. doi:10.31838/srp.2021.3.49

Web Style

RKAR. Kariapper. ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. http://www.sysrevpharm.org/?mno=54768 [Access: March 05, 2021]. doi:10.31838/srp.2021.3.49

AMA (American Medical Association) Style

RKAR. Kariapper. ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. SRP. 2021; 12(3): 314-321. doi:10.31838/srp.2021.3.49

Vancouver/ICMJE Style

RKAR. Kariapper. ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. SRP. (2021), [cited March 05, 2021]; 12(3): 314-321. doi:10.31838/srp.2021.3.49

Harvard Style

RKAR. Kariapper (2021) ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. SRP, 12 (3), 314-321. doi:10.31838/srp.2021.3.49

Turabian Style

RKAR. Kariapper. 2021. ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. Systematic Reviews in Pharmacy, 12 (3), 314-321. doi:10.31838/srp.2021.3.49

Chicago Style

RKAR. Kariapper. "ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH." Systematic Reviews in Pharmacy 12 (2021), 314-321. doi:10.31838/srp.2021.3.49

MLA (The Modern Language Association) Style

RKAR. Kariapper. "ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH." Systematic Reviews in Pharmacy 12.3 (2021), 314-321. Print. doi:10.31838/srp.2021.3.49

APA (American Psychological Association) Style

RKAR. Kariapper (2021) ATTENDANCE SYSTEM USING RFID, IOT AND MACHINE LEARNING: A TWO-FACTOR VERIFICATION APPROACH. Systematic Reviews in Pharmacy, 12 (3), 314-321. doi:10.31838/srp.2021.3.49

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