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SergioQuijanoRey / TFG

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Solve CACD + FG-Net datasets #63

Closed SergioQuijanoRey closed 4 months ago

SergioQuijanoRey commented 1 year ago

As we have seen, FG-Net dataset is so small that cannot be used for training and testing with our current methods. So we are going to try to use the following methodology:

  1. Use CACD dataset to both train and test
  2. Use FG-Net to only test the results of the model

The second point can be really challenging as, shown in EDA, the two datasets have very different age and number of images per individual distributions

SergioQuijanoRey commented 4 months ago

Done, we have identified a design problem in the loss function, proposed a solution and obtained nice results