Face detection and recognition using FaceNet, MTCNN and keras

In this video, I'm going to show how to do face recognition using FaceNet

Requirements:

python version: 3.6

pip install tensorflow==1.15.0

pip install keras==2.3

pip install mtcnn

pip install h5py==2.10.0

you can find facenet_keras.h5 here:

You can find the codes on GitHub:

I'm Pooya Mohammadi and you can contact me from one of the following ways:

[Amazondealsin-rqdo]

sir, where can i found the definition of face_encoder, it shows like ((NameError: name 'face_encoder' is not defined))

[hidayatullahzaheen]

i make a face recognition attendance system in python that work on face to present students but here is a problem that store students many times until the face is detecting how can write a function that store a student just ones in 24 hours

[WhoK-kz]

Sir, I have a problem to open "facenet_keras.h5" even though there is tensorflow 1.15 on my environment.
The error says, "unable to open" and "no such file or directory". But I absolutely placed the "facenet_keras.h5" in the proper path.
Can you let me know how to fix this situation?
I appreciate you.

[dre_purba]

Can this program save records like attendance ?...

[onkarpawar]

camera is not opening when i run camera.py code

I am getting this errror
:No training configuration found in the save file, so the model was not compiled. Compile it manually.

pls help me with this

[harrrymok]

thanks for the nice presentation, when i load the facenet model by with tensorflow 2.2, it keeps raising error (ValueError: bad marshal data (unknown type code), may i know is there any idea to mitigate it?

[michaeldmitryalexander]

Hello
Is the github repo open source or what is the license on it?

[aishwaryagaikwad]

Hello, I am getting the following error. Please let me know how to solve this
ValueError: bad marshal data (unknown type code)

[JohnJoe]

How would u modify this for masked facial recognition

[shriyamishra]

I want to know about that dataset of 10k images over 1k people

[atomp]

سلام موقعه لود کرد مدل ارور میگیریم value error bad marshal s یه همچین چیزی چجوری میتونم حلش کنم؟

[evelinaalex]

Hi! Where I can found how you do your encodings( file

[JackyTeerapat]

ERROR: Could not find a version that satisfies the requirement tensorflow==1.15.0 (from versions: 2.5.0rc0, 2.5.0rc1, 2.5.0rc2, 2.5.0rc3, 2.5.0)
ERROR: No matching distribution found for tensorflow==1.15.0

[radhikapatil]

Hi can we use this for face recognition based attendance system??

[leejasmini]

Hi. what's mean distance ? thank you

[kanakjain]

What was the accuracy of the jupyter model?

[MuhannadGhazal]

hello.
i get this error when running mtcnn .. can anybody please help...

2 root error(s) found.
(0) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node conv2d_1/convolution}}]]
(1) Unknown: Failed to get convolution algorithm. This is probably because cuDNN failed to initialize, so try looking to see if a warning log message was printed above.
[[{{node conv2d_1/convolution}}]]
[[softmax_1/truediv/_305]]