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btwardow / tf-face-recognition

Ral-Time Tensor Flow Face Detection and Recognition
MIT License
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Can we change the face recognition algorithm ? #3

Closed jainhemendrah closed 5 years ago

jainhemendrah commented 6 years ago

Dear btwardow, Can we change the face recognition algorithm ? Example, Google’s pre-trained Inception Convolutional Neural Network to perform image recognition .

If Yes, please suggest what modification we can have to do ?

Also, the application is great, but a bit slower in recognition. Can, we improve the speed of recognition ?

btwardow commented 6 years ago

Hi @jainhemendrah,

good question. Sure you can use any algorithm. In my proposed solution, the image is embedded using pre-trained net VGGFace2 then kNN.

What can I suggest is only to use not generic pre-trained network, but a one pre-trained for faces.

Hope you will find this repo still useful for your needs.

jainhemendrah commented 6 years ago

Thanks btwardow.

What can I suggest is only to use not generic pre-trained network, but a one pre-trained for faces. [JAIN] Sure. Also, I checked out "recognition.py" result = classifier.predict(X) .......... How can I change the classifier.predict() to use Inception_V2 model for Face Recognition. Can you help me modify "classifier.py" to use Inception_V2