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Attendance_Monitor_Face_Recognition

This project marks attendance of students present in the picture

Description

Facenet is used for facial recognition system (https://arxiv.org/pdf/1503.03832.pdf), the main concept behind the robustnessof facenet is is the triple loss function, where it tries to minimize the distance between positive image and target and maximize the distance between negative image and target.

Experimental Setup

Replace the images in the trainig and test folder with your own images

Download the pickle file of Facenet and place it in src folder

Install python3, jupyter notebooks or anaconda

Install sqlitedb for storing the data of class

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This project marks attendance of students present in the picture

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