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🧬 Biometric Project

Multi-Biometric Authentication (Fingerprint ➜ Face Recognition)


πŸ“Œ Overview

Biometric Project is an ongoing multi-biometric authentication system that combines fingerprint recognition and facial recognition to improve identity verification accuracy and security.

The system is designed to perform sequential biometric verification, where:

  1. Fingerprint authentication is used as the first layer
  2. Face recognition is used as a second verification layer

⚠️ Project Status: This project is currently under development and not yet complete.


🎯 Project Objectives

  • Build a multi-biometric authentication system
  • Combine fingerprint and face recognition for enhanced security
  • Reduce false acceptance and false rejection rates
  • Learn real-world biometric system design and implementation
  • Explore secure biometric data handling techniques

πŸ” Why Multi-Biometric?

Single biometric systems can fail due to noise, spoofing, or poor data quality.
Multi-biometric systems provide:

  • βœ… Higher accuracy
  • βœ… Improved security
  • βœ… Better resistance to spoofing
  • βœ… Reliable identity verification

πŸ› οΈ Technologies (Planned / In Use)

  • Programming Language: Python
  • Biometric Processing:
    • OpenCV (face detection & recognition)
    • Fingerprint processing libraries (planned)
  • Machine Learning: (Planned)
  • Database: SQLite / PostgreSQL (planned)
  • Platform: Desktop application (initial phase)

πŸ“‚ Project Structure (Subject to Change)

BiometricProject/
│── README.md
│── requirements.txt
│── src/
β”‚ β”œβ”€β”€ main.py
β”‚ β”œβ”€β”€ ui/
β”‚ β”‚ └── biometric_ui.py
β”‚ β”œβ”€β”€ fingerprint/
β”‚ β”‚ β”œβ”€β”€ fingerprint_capture.py
β”‚ β”‚ └── fingerprint_utils.py
β”‚ β”œβ”€β”€ face/
β”‚ β”‚ β”œβ”€β”€ face_capture.py
β”‚ β”‚ └── face_utils.py
β”‚ └── utils/
β”‚ β”œβ”€β”€ helpers.py
β”‚ └── config.py
│── data/
β”‚ β”œβ”€β”€ fingerprints/
β”‚ └── faces/
│── models/

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