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Face Recognition and Classification Using FaceNet and MTCNN

Build Status Open Source Love svg1 GitHub Forks GitHub Issues contributions welcome

Usage

Installing requirements and dependencies

git clone https://github.com/saadhaxxan/Face-Classification-using-FaceNet-and-MTCNN.git
cd Face-Classification-using-FaceNet-and-MTCNN
pip install --user -r requirements.txt

Extracting Faces from Dataset using MTCNN

python extract_faces.py

Extracting Face Embeding from the Dataset using FaceNet Model.

python face_embeddings.py

Classifying Faces to their respective classes using Linear Support Vector Machine

python face_classification.py

Author

You can get in touch with me on my LinkedIn Profile:

Saad Hassan

LinkedIn Link

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LICENSE

  • MIT (2021)