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GilLevi / AgeGenderDeepLearning

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Question Age #8

Closed Chr-w closed 6 years ago

Chr-w commented 7 years ago

Hello,

Thank you for the model you provided. I was wondering if it was possible to know the exact age with your program because in your article it was indicated. ( It was about exact age and 1-off age)

GilLevi commented 7 years ago

By 'exact-age' in the paper, we mean the exact age group. The approach in our work was to look at age estimation as a classification problem, trying to classify from different age groups. We didn't take a regression approach that outputs an exact age estimate.

However, given suitable training data for regression, the models we provided can be easily changed to regression (simply replace the last layer with a layer with only one neuron and change the loss to a regression loss).

Chr-w commented 7 years ago

I see, thank your for your help !

Chr-w commented 7 years ago

Hello,

I see that there is some discontinuity regarding the age groups. How can I modify it so as to have a continued age groups ( I want to train it after that ) ?

GilLevi commented 7 years ago

Hi,

If you have labeled images with different age groups, then simply create the lmdb files and train the model.

Gil