Скачать или смотреть 23. [Eng sub] Face Recognition with FaceNET

Important NOTES:

(Jan 2023) as the new TensorFlow library does not support the old facenet.h5 model, do the following steps to avoid the 'bad marshal error':

1. install keras-facenet if you are not using COLAB

pip install keras-facenet

2. add this code to your program:

from keras_facenet import FaceNet

3. Change the way to load facenet:

#MyFaceNet = load_model('facenet_keras.h5') -- delete this line and replace with the one below
MyFaceNet = FaceNet()

4. The normalization process is no longer needed. Change 'predict' with 'embeddings':

#face = face.astype('float32') -- delete this line
#mean, std = face.mean(), face.std() -- delete this line
#face = (face - mean) / std -- delete this line

face = expand_dims(face, axis=0)
#signature = MyFaceNet.predict(face) -- delete this line and replace with this code:
signature = MyFaceNet.embeddings(face)



1. (since 2022, this step is no longer needed, see the change above) Make sure the facenet_keras.h5 is downloaded from the drive of Hiroki Taniai model as in the video (other facenet_keras.h5 model might not work in this setting)
2. All the python files can be downloaded from the following link:
https://github.com/nemuelpah/Face-Rec...

Click on CC to activate the English subtitle.