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jfilter / split-folders

🗂 Split folders with files (i.e. images) into training, validation and test (dataset) folders
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Specify the exact number of items for training/validation/test sets #24

Closed JulianJB closed 2 years ago

JulianJB commented 3 years ago

I understand that by version 0.4.3 it is possible to specify the exact number of items for the validation and test sets by using the flag --fixed, however, as the documentation states:

The remaining items constitute the training set. e.g. for train/val/test 100 100 or for train/val 100.

Meaning that you can currently specify the number of items for the validation and test sets but not for the training set, so in a scenario where a given range of images (i.e. a subset from a larger dataset) it would be useful to be able to specify a fixed number of items for each of the sets.

More than an issue, a feature request. Thanks.

jfilter commented 2 years ago

Thanks for proposing. I agree that it makes sense to limit the number of training samples. Currently, oversampling together with three values for fixed is not implemented. If anybody wants to take a look at it, please open a new issue.