Training time

[JS0926]

I am new in python. I training the data from UTFFace, but it too very long time. Any method that can train the data in short time? Thank you.

[yu4u]

There is not many options.
Use smaller training images, buy a good GPU machine, or try Google Colaboratory with GPU.

[JS0926]

Hi, may I know how many layers for the CNN? And how can I check how many layers? Thank you

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On Tue, 17 Jul 2018 at 5:58 PM, Yusuke Uchida ***@***.***> wrote: There is not many options. Use smaller training images, buy a good GPU machine, or try Google Colaboratory with GPU. — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#44 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AnaCZYz2cGhlBxCZJedbxSfhYymorle9ks5uHbVZgaJpZM4VSUNg> .

[yu4u]

Depth of the model can be set in train.py by depth argument.
Default value is 16.

[JS0926]

Okay. I take UTKFace as my training data, UTKFace consists only 20000++k images, but when I train the model with 30 epoch, it take 1 and half days for only run 2 epoch. Can I know what is the problem?

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On Mon, 23 Jul 2018 at 11:54 PM, Yusuke Uchida ***@***.***> wrote: Depth of the model can be set in train.py by depth argument. Default value is 16. — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#44 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AnaCZf6-nK5TkJd_6yiKhOAvREZTfANIks5uJfGlgaJpZM4VSUNg> .

[yu4u]

Did you train the model using CPU?

[JS0926]

I’m using laptop.

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On Tue, 24 Jul 2018 at 1:37 AM, Yusuke Uchida ***@***.***> wrote: Did you train the model using CPU? — You are receiving this because you authored the thread. Reply to this email directly, view it on GitHub <#44 (comment)>, or mute the thread <https://github.com/notifications/unsubscribe-auth/AnaCZU31nohA_UGcnnK4YpdRcSxRD3wSks5uJgnngaJpZM4VSUNg> .

[yu4u]

Please train network using a machine with GPU as the first my comment.

[JS0926]

I have another question which is how can I get the age (value) and gender from the person who testing in front the webcam? I am doing Final year project, which I want get the data(age and gender) from them for doing some recommendation purpose based on their age and gender .

[yu4u]

Please carefully read demo.py; the answer is there.