Code Monkey home page Code Monkey logo

workwithshreesh / facerecognitionattendancesystem Goto Github PK

View Code? Open in Web Editor NEW
2.0 1.0 1.0 13.15 MB

This project entails the development of a computer application using Python, with the frontend built using the Tkinter module and the backend powered by MySQL. The system combines the functionalities of face recognition-based attendance tracking with an integrated student management system.

Python 100.00%
attendance-system face projec recognition student- student-management student-management-system ai-pro college-p

facerecognitionattendancesystem's Introduction

FaceRecognitionAttendanceSystem

Face Recognition attendance system with integrated student management system, computer application developed using python and frontend with tkinter module of python and backend with myaql.

Devloped By:- Shreesh Tiwari

project.mp4

Features:

Advanced Face Recognition: Employing cutting-edge facial recognition algorithms, the system captures and analyzes up to 100 frames per second, ensuring high accuracy in attendance tracking.

Teacher Registration with OTP Verification: During teacher registration, an OTP (One-Time Password) is sent to the provided email address, ensuring secure authentication and account creation.

Teacher Login with Email Alert: Upon teacher login, an alert message is automatically sent to the registered email address, enhancing security measures and providing real-time notifications.

Student Data Collection: The system captures a dataset of student faces, allowing for comprehensive training of the face recognition model. Each dataset is meticulously cataloged, facilitating efficient management and retrieval.

Training Data Set Option: The application provides an intuitive interface for training the face recognition model using the collected datasets. This feature enables continuous improvement and refinement of the recognition accuracy.

Python-based Application: Leveraging the versatility and extensive libraries of Python, the application ensures rapid development, flexibility, and scalability.

How to Use:

Clone the repository to your local machine.
Install the required dependencies, including Python and MySQL.
Configure the MySQL database and establish the connection within the application.
Utilize the provided scripts to set up teacher registration, login, and student data collection functionalities.
Train the face recognition model using the captured datasets to enhance recognition accuracy.
Deploy the application in your educational institution or organization for seamless attendance management and student tracking.

Contributing:

Contributions are encouraged! Whether you're interested in enhancing existing features, fixing bugs, or introducing new functionalities, feel free to fork the repository and submit pull requests. Collaborative efforts are key to the continual improvement and success of the project.

Database Name:- face_recognizer, Database:-MySql,

facerecognitionattendancesystem's People

Contributors

workwithshreesh avatar

Stargazers

 avatar  avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.