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No Validation Dataset #11

@pvmilk

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@pvmilk

Thanks for your great work on providing both the dataset and the benchmark code for change detection problem set.

I have a question regarding the code. In the notebook, there is only the train_dataset and test_dataset. During training, the test dataset is used as a validation dataset during training. During training, this validation dataset (test_dataset) is also used to tune the appropriate parameters. Wouldn't the model be kind of overfit to this test_dataset also?

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