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Add RandAugment #553

Merged
merged 2 commits into from Jan 11, 2020
Merged

Add RandAugment #553

merged 2 commits into from Jan 11, 2020

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aleju
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@aleju aleju commented Jan 6, 2020

Added a RandAugment augmenter, similar to the one described in the paper
"RandAugment: Practical automated data augmentation with a reduced
search space".

  • Added module imgaug.augmenters.collections
  • Added augmenter imgaug.augmenters.collections.RandAugment.
  • Added round parameter to imgaug.parameters.Discretize.

@aleju aleju force-pushed the randaugment branch 4 times, most recently from 91457ed to 81a51f9 Compare January 7, 2020 11:02
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codecov-io commented Jan 7, 2020

Codecov Report

Merging #553 into master will increase coverage by 0.47%.
The diff coverage is 100%.

@@            Coverage Diff             @@
##           master     #553      +/-   ##
==========================================
+ Coverage    96.4%   96.87%   +0.47%     
==========================================
  Files          38       39       +1     
  Lines       13839    17877    +4038     
==========================================
+ Hits        13341    17318    +3977     
- Misses        498      559      +61

Add the parameter `round` to
`imgaug.parameters.Discretize`. The parameter
defaults to `True`, i.e. the default behaviour
of `Discretize` does not change.
This patch adds a RandAugment augmenter,
similar to the one described in the paper
"RandAugment: Practical automated data augmentation
with a reduced search space".

* Add module `imgaug.augmenters.collections`
* Add augmenter `imgaug.augmenters.collections.RandAugment`.
@aleju aleju merged commit 00789f1 into master Jan 11, 2020
@aleju aleju deleted the randaugment branch January 11, 2020 16:51
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2 participants