/Face-Classification-using-FaceNet-and-MTCNN

Face Recognition and Classification Using FaceNet and MTCNN

Primary LanguagePython

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

You can also follow my GitHub Profile to stay updated about my latest projects: GitHub Follow

If you liked the repo then kindly support it by giving it a star ⭐!

If you find any bug in the code or have any improvements in mind then feel free to generate a pull request.

If you face any issue, you can create a new issue in the Issues Tab and I will be glad to help you out.

LICENSE

  • MIT (2021)