Image-Based-Attendance-System

• This image Based attendance System automated the traditional way of Attendance systems.
• This system uses LBPH algorithm to detect images and Student's faces.

Getting started

1. Clone the repository: https://github.com/SanskarG83/Image-Based-Attendance-System.git

2. Install the required dependencies:

3. Download the LBPH model weights and place them in the models directory.

NOTE

Preferred python version : 3.8.5

Algorithm

-- Linear Binary Pattern Histogram --

1. Dividing the face image into small regions and computing the Local Binary Pattern (LBP) for each region.
2. Constructing a histogram of the local binary patterns for the entire face.
3. Comparing the computed histograms with the stored histograms of known faces to determine the identity.

#DEMO:

Movie002.1.mp4