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Title: :  AI-enabled Face Live Tracking Attendance System
PaperId: :  18986
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 9 Issue 1 2023
DUI:    16.0415/IJARIIE-18986
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
DADI RAVI VARMAraghu institute of technology
Dr. SALINA ADINARAYANAraghu institute of technology

Abstract

computer engineering
Deep Learning in medicine, Feature extraction, and classification, TensorFlow, Keras, Data pre-processing, confusion matrix, OpenCV
Face recognition is among the most productive image-processing applications and has a pivotal role in the technical field. We are living in a world where everything is automated and linked online. The internet of things, image processing, and machine learning are evolving day by day. Many systems have been completely changed due to this evolution to achieve more accurate results. The development of this system is aimed to accomplish digitization of the traditional system of taking attendance by calling names and maintaining pen-paper records. This paper proposes a method of developing a comprehensive embedded attendance system using facial recognition. The system is based on Raspberry Pi that runs Raspbian (Linux) Operating System installed on a micro-SD card. The Raspberry Pi Camera, as well as a 4-inch screen, are connected to the Raspberry Pi. By facing the camera, the camera will capture the image and then pass it to the Raspberry Pi which is programmed to handle face recognition by implementing the Local Binary Patterns (LBP) algorithm. If the input image matches with the trained dataset image, then the attendance results will be stored in a CSV sheet. The database is connected to a simple mail transfer protocol (SMTP, which makes attendance reachable to any mail. The system has 98% accuracy with the dataset of 1000-person images.

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IJARIIE DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. "AI-enabled Face Live Tracking Attendance System" International Journal Of Advance Research And Innovative Ideas In Education Volume 9 Issue 1 2023 Page 479-487
MLA DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. "AI-enabled Face Live Tracking Attendance System." International Journal Of Advance Research And Innovative Ideas In Education 9.1(2023) : 479-487.
APA DADI RAVI VARMA, & Dr. SALINA ADINARAYANA. (2023). AI-enabled Face Live Tracking Attendance System. International Journal Of Advance Research And Innovative Ideas In Education, 9(1), 479-487.
Chicago DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. "AI-enabled Face Live Tracking Attendance System." International Journal Of Advance Research And Innovative Ideas In Education 9, no. 1 (2023) : 479-487.
Oxford DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. 'AI-enabled Face Live Tracking Attendance System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, 2023, p. 479-487. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/AI_enabled___Face_Live_Tracking__Attendance_System_ijariie18986.pdf (Accessed : ).
Harvard DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. (2023) 'AI-enabled Face Live Tracking Attendance System', International Journal Of Advance Research And Innovative Ideas In Education, 9(1), pp. 479-487IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/AI_enabled___Face_Live_Tracking__Attendance_System_ijariie18986.pdf (Accessed : )
IEEE DADI RAVI VARMA, and Dr. SALINA ADINARAYANA, "AI-enabled Face Live Tracking Attendance System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 9, no. 1, pp. 479-487, Jan-Feb 2023. [Online]. Available: https://ijariie.com/AdminUploadPdf/AI_enabled___Face_Live_Tracking__Attendance_System_ijariie18986.pdf [Accessed : ].
Turabian DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. "AI-enabled Face Live Tracking Attendance System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 9 number 1 ().
Vancouver DADI RAVI VARMA, and Dr. SALINA ADINARAYANA. AI-enabled Face Live Tracking Attendance System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2023 [Cited : ]; 9(1) : 479-487. Available from: https://ijariie.com/AdminUploadPdf/AI_enabled___Face_Live_Tracking__Attendance_System_ijariie18986.pdf
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