liveattendence_with_anti_cheat

Secure Face Login with Liveness Detection (Python & React)

This repository implements a secure face login system using:

• Face Detection: Utilizes Python libraries like OpenCV or Dlib to detect faces in real-time video streams.
• Anti-Spoofing: Employs deep learning models trained on liveness detection datasets to distinguish real faces from spoofing attempts (photos, videos).
• React Frontend: Built with React for a user-friendly and interactive login experience.

This project offers:

• Enhanced Security: Prevents unauthorized access through photo or video spoofing.
• Real-time Processing: Performs face detection and liveness checks in real-time for seamless user interaction.
• Open-Source Code: Accessible on GitHub for learning, customization, and contributions.

Covers Modules:

• face detection
• face recognition
• liveness detection
• anti-spoofing
• deep learning
• Python
• OpenCV
• Dlib
• React
• secure login
• biometrics
• authentication

FontEnd

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Login Page

BackEnd

• Face recognition

• Anti-Spoofing

• FastAPI

• Firebase[As realtime Database]

Backend Stracture

working process of Face recognition

How the Face Recognition Work using deeplearning

Antispoofing

How to antispoofing work

example:

Work Flow

    ✅ Database Connection 
    ✅ Upload encode Picture to Database 
    ✅Setup plugins 
    ✅Fontend 
    ✅ Building API 
    ✅ Authentication 
    ✅ RealtimeDatabase Sync 
    ❌ Connect Backend With Fontend
    ❌ Deploy App