Organizational Attendance system

General purpose | Attendance System

Overview

AI-based attendance system allowing employees to come & go without any delay. Manual entry or fingerprint scanning takes some time when it comes to a bigger organization with more than 500 staff in a premise. We had to develop an attendance system which can take photos of employees from surveillance cameras to mark them present.

Technology

Deep Learning
Neural Networks
Computer Vision
Image Processing

Language

Python

Key Technical Challenges:

As data was limited, we had to make sure model was able to identify employees accurately.
Face recognition & detection both concepts were used to make this system as we had to detect face first & then recognize it.
Had to make sure from the start that some employees may leave & some may be new so we had to build logic accordingly.