International Research Journal of Engineering and Technology (IRJET)
e-ISSN: 2395-0056
Volume: 10 Issue: 04 | Apr 2023
p-ISSN: 2395-0072
www.irjet.net
Self-X: Geo Fencing and Face Recognition based Smart Attendance Management Application Siddhesh Chotaliya1, Ishika Vaish2, Prince Kanojia3, Saurabh Suman4 1,2,3 Department of information Technology, Shree LR Tiwari College of Engineering, Maharashtra, India
4 Professor, Department of information Technology, Shree LR Tiwari College of Engineering, Maharashtra, India ---------------------------------------------------------------------***--------------------------------------------------------------------Abstract - The attendance system, primarily in colleges or an RFID-based system that is already in place. The device
organizations, is necessary to monitor students discipline and attendance. Some biometric, barcode, and QR Code-based attendance systems haven't been able to eliminate the need for students to stand in line in front of the attendance machine, rendering the attendance procedure more cumbersome. With the use of a mobile application based on geofencing and facial recognition, this study aims to develop a Llexible attendance system that may optimize and accelerate the process, saving the organization money by eliminating the need to purchase high tech equipment. A mobile application is utilized by the system as a presence device. Key Words: Geo-Fencing, Face recognition, Face detection, mobile-based application system. 1. INTRODUCTION Prior to the advent of computers and mobile devices, using a pen and paper was the most typical way to take attendance in classrooms at our institutions. Traditionally, the attendance system comprises calling out student’s names or circulating an attendance sheet around the class, where each student is asked to sign it to attest to their actual present. In the industrial era, all activities can be connected to and accessed by utilising a smartphone and the internet, although technology is now evolving very rapidly. The attendance system is expanding as well to make it simpler for students to use and to enhance student monitoring. 2. LITERATURE REVIEW
2.1. Fingerprint Based Recognition System The portable fingerprint device needs to be pre- configured with each individual's fingerprints in advance for a departure system that uses fingerprints. The student should leave fingerprints on the suspended device before or after teaching hours to confirm their daily attendance. The idea is that people's eyes should be distracted while they are studying.
may establish an RS232 connection and log participants on a previously visited website. There's a chance that someone could gain access fraudulently. When the real student is not there, some students may use another student's ID to prove their presence, or they may even attempt to abuse it occasionally.
2.3. Iris Based Recognition System The student should rotate in front of the camera during an Iris-based student travel programme so that the camera can read the Iris code. The specific data saved on the website is compared to the scanned iris, and any discrepancies should be corrected. As a result, fewer college members of the organisation use paper and pens. Additionally, it helps preserve safe code records and lowers the likelihood of representation in the classroom. It is a wireless biometric technique that addresses the issue of fake existence and, as a result, the challenge of establishinga functional network.
2.4. Face Based Recognition System The student should rotate in front of the camera during an Iris-based student travel programme so that the camera can read the Iris code. The specific data saved on the website is compared to the scanned iris, and any discrepancies should be corrected. As a result, fewer college members of the organisation use paper and pens. Additionally, it helps preserve safe code records and lowers the likelihood of representation in the classroom. It is a wireless biometric technique that addresses the issue of fake existence and, as a result, the challenge of establishinga functional network. 3. PROPOSED SYSTEM
3.1. Dataset Creation
Co-ed should always carry proper identity and place an ID with a cardboard reader to record their daily presence in
A phone camera is used to take pictures of the students. A single student will be captured in numerous pictures from various perspectives and motions. There is pre-processing done to these pictures. To acquire the Region of Interest (ROI), which will be used in the recognition procedure, the photos are cropped. The clipped photos must then be resized to a speciRic pixel position. Then, these RGB photos will be transformed to grayscale versions. And after that, these pictures will be saved in a folder with the names of the respective students.
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2.2. RFID (Radio Frequency Identification) Based Recognition System
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