An Adaptive Approach to Real-Time Classroom Attendance System Using Deep Learning

Abstract: The Oxford Dictionary defines a face as the part of a person's head from the forehead to the chin or the corresponding part of an animal. In human interactions, the face is the most significant factor because it contains important information about an individual. All humans will acknowledge people from their faces. The proposed solution is to develop an operating prototype of a system that may facilitate class attendance management for the lecturers within the lecture rooms by detecting the faces of scholars from an image taken in a classroom.

Keywords: Deep Learning, face detection, preprocessing, tktools, numpy, matplotlib.