Preview of the Desktop Application
- Login
- Register
- Main page
- Student details(add photo)
- Train data
- Student detector(face recognize)
- Attendance
- Chatbot
About The Project:
Attendance management system using face Recognition project built during Microsoft Engage 2022 program.
Language used:
Front end and backend are developed using python .
Database used:
MySQL is being used for storing data
IDE:
Microsoft VS Code
Python Libraries:
Numpy ,open-cv , Pillow, Tkinter etc...
Algorithm used:
I have used Har cascade algorithm and LBPH algorithm for face detection and face recognition.
Prerequisites
Make sure to install the required dependencies :
Install Python from python.org
Install visual studio Code.
Download all the latest libraries mention in requirements.txt file
To run the software on your local host, perform the following steps:
Clone the GitHub Repo in vs code
Run the login page
Make sure to setup the database on localhost:
User = “root”
Password = “Afrin@123”
Database= “face recognizer”
Login Page:
Registeration page:
Forgot password:
Main Page:
Student Details:
Train data:
detect student and mark attendance:
Attendance list:
Chat Bot:
Help Desk:
video demo link: https://youtu.be/wyzQgBlrOGo
presentation link: https://www.canva.com/design/DAFB_ZHBeJU/zs5HyYhuzq1mFykRQMcxVw/edit?utm_content=DAFB_ZHBeJU&utm_campaign=designshare&utm_medium=link2&utm_source=sharebutton
Requirements file: requirement.txt