Smart Attendance System using Face Recognition

The project aims to build a smart attendance system using Face Recognition that marks the attendance in an excel sheet when a face is recognized.

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  • ( 99 )
  • guided-inn1
    10 Hrs
  • guided-inn1
    Intermediate

INR 999

  
INR 199850% OFF
Project Description

Maintaining attendance is very important in all organizations for checking the performance of an Employee. Every organization has its own method in this regard. The traditional approach was marking attendance manually using the old paper or file-based approach and some have adopted methods of automatic attendance using biometric techniques. But in these methods employees have to wait for a long time in making a queue when they enter the office.

We are going to build this project using dlib which uses 128 point face detectors which outputs these 128 points from all the face and compares them with existing faces. This model uses the integrated webcam to capture the video frame. The image of the person captured in the video frame is compared with the encodings of the faces of the pre-trained model. If there is a match, then the image of the employee is recognised and attendance is marked along with timestamp into a log file(excel file). 

Architecture:


Project Activities

Skills you will develop

  • Python
  • Flask integration
  • Open CV
  • dlib
  • Face Recognition

Mentor

Mahankali Surya Tej
Mahankali Surya Tej

ML Engineer

Mentor Rating star-fill4.8 / 5 (6)

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SYED RAZA

American University of Sharja, Sharja,UAE

It was a fruitful experience. A clear road map was provided to follow throughout the project along with an in-depth introduction of the packages required. The guided labs were extremely helpful and easy to follow.

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GITAM University,Hyderabad, India

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College of Engineering and Technology, Bhubaneswar, Odisha, India

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