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:
- Fingerprint authentication is used as the first layer
- Face recognition is used as a second verification layer
⚠️ Project Status: This project is currently under development and not yet complete.
- 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
Single biometric systems can fail due to noise, spoofing, or poor data quality.
Multi-biometric systems provide:
- ✅ Higher accuracy
- ✅ Improved security
- ✅ Better resistance to spoofing
- ✅ Reliable identity verification
- 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)
BiometricProject/
│── README.md
│── requirements.txt
│── src/
│ ├── main.py
│ ├── ui/
│ │ └── biometric_ui.py
│ ├── fingerprint/
│ │ ├── fingerprint_capture.py
│ │ └── fingerprint_utils.py
│ ├── face/
│ │ ├── face_capture.py
│ │ └── face_utils.py
│ └── utils/
│ ├── helpers.py
│ └── config.py
│── data/
│ ├── fingerprints/
│ └── faces/
│── models/
Contributions are welcome!
If you would like to improve performance or add new features:
- Fork this repository
- Create a new branch
- Commit your changes
- Open a Pull Request
This project is licensed under the MIT License.
You are free to use, modify, and distribute it for educational and research purposes.
Developed by bundlab
⭐ If you like this project, give it a star on GitHub!