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An AI based Face Recognition System to Mark the Attendance of the Student using CNN Algorithm.

Author(s):

Sukanya R , Bangalore Institute of Technology; Riza ur Rehaman, Bangalore Institute of Technology; D R Nagamani, Bangalore Institute of Technology

Keywords:

Face Recognition System, CNN Algorithm

Abstract

At present, attendance marking system involves manual attendance it is tedious and time-consuming, it is inherently vulnerable to proxies and manual errors. The proposed system will work on face recognition where each student in the class will be photographed and their details will be stored in a server. The teacher can then record the attendance by just clicking some pictures of the classroom. The system will recognize the faces and verify the presence or absence of each student. Face recognition, attendance system and biometric system which enrols the unique and permanent facial fine points of students and records them in the database as stencils. The face recognition, attendance system is an accurate technology for managing attendance as it hardly gives errors in proper environment with good quality of dataset. The face detection is done through OpenCV Haar cascade and its dlib to detect facial landmarks, face recognition is done through convolution neural network.

Other Details

Paper ID: IJSRDV8I40628
Published in: Volume : 8, Issue : 4
Publication Date: 01/07/2020
Page(s): 327-332

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