Add Cutout augmenter #531
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Add Cutout augmenter #531
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@@ Coverage Diff @@
## master #531 +/- ##
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+ Coverage 96.38% 96.42% +0.04%
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Files 37 37
Lines 13508 13641 +133
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+ Hits 13019 13152 +133
Misses 489 489 |
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This patch adds functionality to apply cutout augmentation, as described in the corresponding paper. The implementation of this patch uses a relative cutout size and position (rather than absolute one as in the paper's implementation). Furthermore, RGB fill values are supported (paper implementation always drops to mean value) and replacing cutout regions with gaussian noise (paper only supports constant values). * Add `imgaug.augmenters.arithmetic.cutout()` * Add `imgaug.augmenters.arithmetic.cutout_()` * Add `imgaug.augmenters.arithmetic.Cutout` augmenter
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Add Cutout augmenter
This patch adds functionality to apply cutout augmentation, as described in the corresponding paper.
The implementation of this patch uses a relative cutout size and position (rather than absolute one as in the paper's implementation). Furthermore, RGB fill values are supported (paper implementation always drops to mean value) and replacing cutout regions with gaussian noise (paper only supports constant values).
imgaug.augmenters.arithmetic.cutout()imgaug.augmenters.arithmetic.cutout_()imgaug.augmenters.arithmetic.Cutoutaugmenter