Attendance System

Python Programming Learning Circle

May 12, 2022 · Artificial Intelligence

Python‑Based IoT Attendance System with 2D Face Recognition

This article describes a Python IoT attendance system that uses 2D face recognition for clock‑in/clock‑out, calculates attendance time, stores records in CSV files, and provides a PyQt5 graphical interface, detailing required environments, core code, and system limitations.

Attendance SystemCSVIoT

0 likes · 8 min read

Python‑Based IoT Attendance System with 2D Face Recognition

Python Programming Learning Circle

Jul 2, 2021 · Artificial Intelligence

Python-Based Face Recognition Attendance System Using PyQt5, OpenCV, and MySQL

This article introduces a Python 3.6‑based attendance system that combines PyQt5 for the GUI, OpenCV and DeepFace for real‑time face recognition with liveness detection, and MySQL for storing student and class data, detailing its design, database setup, features, and step‑by‑step usage instructions.

AIAttendance SystemMySQL

0 likes · 6 min read

Python-Based Face Recognition Attendance System Using PyQt5, OpenCV, and MySQL