How to train? Please help

[tussank]

Can you please explain how to train this on complete dataset? Your model is trained only on 20 categories. As per the instructions in the readme, I have to set freeze to true and train. Then, after 10 epochs. If I change freeze to False, then how to again train? When I try to train the same model, the accuracy moves from 59% to 3%? Can you please tell me, how to load my model for retrainig? Thanks

[ihciah]

The complete dataset? I just used two subset of them.

[tussank]

I mean, the complete Attribute Prediction dataset which contains around 50 categories. Your trained model seems to be trained on only 20 categories.

[ihciah]

Yes, for convinence I only used upper clothes such as coat.

[tussank]

I am trying to train it for 50 categories. I set the freeze to True and trained for 10 epochs. Then, as per your instruction, I have modified the config file. Now, how to retrain it? Is setting DUMPED_MODEL in config as that model and again starting to train enough? I am not able to understand what happens when we unfreeze the layers in the later step? will it affect all the layers of the model now?

[whytin]

Yes, for convinence I only used upper clothes such as coat.

I wonder know which 20 categories did you selected (It seems that 20 upper clothes are not consist of coat.) Thanks!