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interpretablecnn's Issues

Cannot train from scratch

The accuracy of interpretableCNN always approximates random guess when it is trained from scratch, i.e., 0.5% in the CUB200 dataset. The same question is that there is no progress in the training of pretrained CNN with 2 interpretable layers, almost 51-52% acc. with the given code.

question for loss_1

Hi why loss_1 = function(x1)? x1 is the feature after mask, why not the feature before mask?

ImagenetPartDataset can't be preprocessed

I found there are no files listed below under the dir of ImagenetPartDataset:

  • train_test_split.txt
  • classes.txt
  • images.txt
  • image_class_labels.txt
  • bounding_boxes.txt
    thus, the preprocessing codes for ImagenetPartDataset can not run.

I wonder if there are any updates in this repo and look forward to your new commit. Thanks.

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