컴퓨터공학과 졸업작품 - Capstone Project

Attendance Management System for Online lecture Platform (AMSOP)

Developers

• 16101384 Minh Tu 응웬민뚜
• 17101222 안홍현

Demo video here

Features

A tool for automatically checking attendance of students in a class during online meeting, based on face recognition algorithm.

We believe this time-saving tool can help teachers, professors and meeting hosts manage the attendance list more efficiently.

Input: Frame from screen

Output: Attendance list in .xlsx format

Requirements

• Python 3.3+
• CMake if using Windows OS
• PIL
• dlib

pip install dlib

• face_recognition (requires dlib)

pip install face_recognition

• pandas

pip install pandas

• argparse

pip install argparse

• keyboard

pip install keyboard

Usage

Command-Line Interface

Here is the summary for the required arguments

  --course_id        Course code 과목코트
  --lecture_id       Lecture code 강좌번호

By default, the attendance record is sorted by name.

However, there are other optional criteria such as by student ID or by attendance time.

Optional arguments

  -h, --help         show help message and exit
  --path 	     Path to students images data set (default: /student_images)
  --sort_by_id       Sort in ascending order of student ID
  --sort_by_time     Sort in ascending order of attendance time
  --reverse          Reverse the list (default: False)
  --ofile            Output .xlsx file name (default: 과목코트_강좌번호)

Students' image folder directory structure

<path>
	|
	|_강동완_1.jpg
	|
	|_안홍현_17101222.jpeg
	|
	|_응웬민뚜_16101384.jpg
	|

The student images should have the form of name_id such as 응웬민뚜_16101384.jpg

Run from command line

Below is an example of executing attendance check on Course 109215 인공지능 Class 31001.

You could terminate the program by pressing Esc.

$ python3 attendance.py --course_id 109215 --lecture_id 31001 --sort_by_time