Face-Recognition-Based-Attendance-System

Attendance System based on Face Recognition using Python.

Sourcerer

ROMIR BEDEKAR

Code Requirements

• Opencv(pip install opencv-python)
• Tkinter(pip install tkinter)
• Pandas(pip install pandas)
• go to: https://visualstudio.microsoft.com/ and download the community version of VSCode, after downloading install it. Now, choose the Desktop Development with C++ and Python Development and install them.
• Cmake(pip install cmake)
• dlib(pip install dlib)
• Face_recognition(pip install face_recognition)

What steps you have to follow??

• Download my Repository
• Open Attendance.py in VSCode or in any other IDE and change the all paths with your system path
• Change the paths in following code lines: 6 to 13, 67, 85, 145, 159, 164, 167, 174, 244
• Now, you can run Attendance.py.

Project Structure

• You need to register your face, so click on Register New Student button.
• After filling up the details,click on Take Image button.
• While clicking your image, make sure that you have proper brightness and your image is clear.
• Click 's' on your keyboard for capturing your image and 'q' for exiting the camera window.
• Now, you can click on Take Attendance button .
• Your details will be stored in Student Details.csv.
• Whenever your attendance is taken, your name, enrollment number , time and subject will be stored in current date.csv file.
• Enjoy my Python Project 🙃

Screenshots

Basic UI

Registering New Student

When it Recognises me

When a face is not registered

Filling the the attendance in csv file and viewing your attendance

Notes

• It will require high processing power(I have 8 GB RAM)
• Noisy image can reduce the accuracy, so quality of images should be good.