face-recognition-ai 0.0.2

A face recognition system using yoloface and facenet

Face-Recognition-AI

Welcome to Face-Recognition-AI, an advanced face recognition system built with cutting-edge technologies, including FaceNet and YOLO5Face. This project draws inspiration from the popular face-recognition module, aiming to provide users with a professional and efficient solution for face recognition.

🚀 Getting Started

To get started with Face-Recognition-AI, follow these simple steps:

pip install face-recognition-ai

Run python usage.py

from PIL import Image

from face_recognition_ai import match_faces, show_detections

unknown_with_multiple_faces = Image.open("images/multi.jpeg")

known = Image.open("images/sakib.jpg")
known_person_name = "sakib"

print(True if True in match_faces(unknown_with_multiple_faces, known) else False)
img = show_detections(unknown_with_multiple_faces, known, known_person_name)
img.show()

💡 Features

• FaceNet Integration: Leveraging the power of FaceNet, our system directly learns a mapping from face images to a compact Euclidean space, enabling accurate and efficient face recognition [5].

• YOLO5Face Detection: The YOLO5Face model enhances face detection capabilities, ensuring robust identification of faces in various scenarios.

• Inspired by Face-Recognition Module: We take inspiration from the widely-used face-recognition module, incorporating best practices and user-friendly design.

🤝 Contribution Guidelines

We welcome contributions to make Face-Recognition-AI even more professional. If you'd like to contribute, please follow these guidelines:

• Fork the repository.

• Create a new branch: git checkout -b feature/your-feature.

• Make your changes and commit them: git commit -m 'Add your feature'.

• Push to the branch: git push origin feature/your-feature.

• Submit a pull request.

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🌐 Sources

GitHub - Awesome Face Detection and Recognition GitHub - Face Recognition OpenCV Facenet Medium - Face Recognition in Python| FaceNet, MTCNN and SVM Towards Data Science - Using FaceNet For On-Device Face Recognition With Android ArXiv - A Unified Embedding for Face Recognition and Clustering Viso AI - DeepFace - Most Popular Deep Face Recognition in 2024