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Face Recognition with FaceNet

What is FaceNet?

https://github.com/davidsandberg/facenet

Dependence:

pip install -r requirements.txt

How to run:

First, you need to copy the faces you want to train into the following directory. ./dataset/train/name/name_id.jpg

Example: ./dataset/train/mesut/mesut_1.png

To do the training process with the added faces;

python classifier.py TRAIN datasets/train models/20180408-102900/20180408-102900.pb models/datasets_classifier.pkl --batch_size 1000

When the training is complete, the output model will be created under the model directory dataset classifier. To test the trained model;

python face_recognition_webcam.py --model models/20180408-102900 --classifier models/datasets_classifier.pkl