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SanityCheck during testing: DataAugmentation should be disabled or warned about, when used during testing #166

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SherlockMones opened this issue Jul 27, 2022 · 0 comments
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enhancement New feature or request

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@SherlockMones
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Problem description

Using a DataGenerator during testing, by omitting the labels param is fine. But users should be made aware, that if they give a DataAugmentation object during testing, it will be ignored, because manipulating testing images is pointless.

Favored solution

gen_val = data_generator.DataGenerator(
    samples=samples,
    path_imagedir=path_imagedir,
    image_format=image_format,
    labels=None, # testing,
    data_aug=data_aug # still giving a DataAugmentation object, which should be ignored
)
@SherlockMones SherlockMones added the enhancement New feature or request label Jul 27, 2022
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