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Face Recognition System using Raspberry Pi for Marking attendance

Python 100.00%
face-recognition raspberry-pi python sql encodings numpy aws dataset imutils cmake-modules ec2-instance

face-recognition-using-raspberry-pi's Introduction

Face-Recognition-Using-Raspberry-Pi

Face Recognition System using Raspberry Pi for Marking attendance.

Libaray used

  • CMAKE module
  • face_recognition module
  • numpy module
  • os module
  • pymysql module
  • sys module
  • imutils module
  • Amazon Relational Database module

Project Architecture

It is diveded into three parts

  1. Raspberry Pi
  2. Android App
  3. AWS EC2 Instances

Work

  • This module recognize faces stored in memory by making encoding in xml format of each person/student and after recognizing person/student, it send send signal/data to AWS server and mark attendence.
  • In case of unknown person/student it simply says Unknown.
  • Train before adding students/persons. So that image can be changed to encoding format so that he/she can be recognized Note: Wifi/Internet should be connected to Raspberry Pi to avail this system.

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