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Face Recognition Attendance System Using Python

Face Recognition Attendance System Using Python

Face Recognition Attendance System Using Python

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Motivation 😲


We seek to provide a valuable attendance service for both teachers and students. Reduce manual process errors by providing an automated and reliable attendance system using face recognition technology.

Features 📋


  • Check Camera
  • Capture Faces
  • Train Faces
  • Recognize Faces & Attendance
  • Automatic Email

Screenshots 📷


Command Line Interface

Command Line Interdace

Checking Camera

Checking Camera

Automail

Automail

Tech Used 💻


Build With –

  • Python 3.7

Module Used –

All The Modules are the Latest Version.

  • OpenCV Contrib 4.0.1
  • Pillow
  • Numpy
  • Pandas
  • Shutil
  • CSV
  • yagmail

Face Recognition Algorithms –

  • Haar Cascade
  • LBPH (Local Binary Pattern Histogram)

Software Used –

  • Pycharm 2019.2
  • VS CODE
  • Git

Installation 🔑


First Download or Clone the Project on Your Local Machine.To download the project from github press Download Zip

Download Now
Download Zip

or

You can clone the project with git bash.To clone the project using git bash first open the git bash and write the following code

git clone https://github.com/kmhmubin/Face-Recognition-Attendance-System.git
Python

After downloading, Open the project using Pycharm or VSCODE. Then we have to create a python environment to run the program.

create environment

First open the terminal or command line in the IDE.Then write the following code.

python -m venv env
Python

Then activate the environment using the code below for Windows.

.\env\Scripts\activate
Python

Notice: If your PC doesn’t have virtual environment or pip install follow this link. How to create Virtual environment]

Installing Packages

pip install opencv-contrib-python
Python
pip install numpy
Python
pip install pandas
Python
pip install Pillow
Python
pip install pytest-shutil
Python
pip install python-csv
Python
pip install python-csv
Python
pip install yagmail
Python

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