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Albumentations 1.4.18 Release Notes
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@ternaus ternaus released this 08 Oct 22:32
· 193 commits to main since this release
1.4.18
47f9592
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GPG key ID: B5690EEEBB952194
Learn about vigilant mode.
  • Support Our Work
  • Transforms
  • Core
  • Deprecations
  • Bugfixes

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Transforms

GridDistortion

Screenshot 2024-10-08 at 15 06 03

Added support for keypoints

GridDropout

Screenshot 2024-10-08 at 15 08 04

Added support for keypoints and bounding boxes

GridElasticDeform

Screenshot 2024-10-08 at 15 10 24

Added support for keypoints and bounding boxes

MaskDropout

Screenshot 2024-10-08 at 15 11 53

Added support for keypoints and bounding boxes

Morphological

Screenshot 2024-10-08 at 15 13 36

Added support for bounding boxes and keypoints

OpticalDistortion

Screenshot 2024-10-08 at 15 18 23

Added support for keypoints

PixelDropout

Screenshot 2024-10-08 at 15 19 46

Added support for keypoints and bonding boxes

XYMasking

Screenshot 2024-10-08 at 15 21 52

Added support for bounding boxes and keypoints

Core

Added support for masks as numpy arrays of the shape (num_masks, height, width)

Now you can apply transforms to masks as:

masks = <numpy array with shape (num_masks, height, width)>

transform(image=image, masks=masks)

Deprecations

Removed MixUp as it was doing almost exactly the same as TemplateTransform

Bugfixes

  • Bugfix in RandomFog
  • Bugfix in PlankianJitter
  • Several people reported issue with masks as list of numpy arrays, I guess it was fixed as a part of some other work as I cannot reproduce it. Just in case added tests for that case.
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