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Bump albumentations from 1.4.3 to 1.4.4 in /rastervision_pytorch_learner #2132

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@dependabot dependabot bot commented on behalf of github May 1, 2024

Bumps albumentations from 1.4.3 to 1.4.4.

Release notes

Sourced from albumentations's releases.

Albumentations 1.4.4 Release Notes

  • Support our work
  • Highlights
  • Transforms
  • Improvements and bug fixes

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Transforms

Added D4 transform

image

Applies one of the eight possible D4 dihedral group transformations to a square-shaped input, maintaining the square shape. These transformations correspond to the symmetries of a square, including rotations and reflections by @​ternaus

The D4 group transformations include: - e (identity): No transformation is applied. - r90 (rotation by 90 degrees counterclockwise) - r180 (rotation by 180 degrees) - r270 (rotation by 270 degrees counterclockwise) - v (reflection across the vertical midline) - hvt (reflection across the anti-diagonal) - h (reflection across the horizontal midline) - t (reflection across the main diagonal)

Could be applied to:

  • image
  • mask
  • bounding boxes
  • key points

Does not generate interpolation artifacts as there is no interpolation.

Provides the most value in tasks where data is invariant to rotations and reflections like:

  • Top view drone and satellite imagery
  • Medical images

Example:

Added new normalizations to Normalize transform

  • standard - subtract fixed mean, divide by fixed std
  • image - the same as standard, but mean and std computed for each image independently.

... (truncated)

Commits

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Bumps [albumentations](https://github.com/albumentations-team/albumentations) from 1.4.3 to 1.4.4.
- [Release notes](https://github.com/albumentations-team/albumentations/releases)
- [Commits](albumentations-team/albumentations@1.4.3...1.4.4)

---
updated-dependencies:
- dependency-name: albumentations
  dependency-type: direct:production
  update-type: version-update:semver-patch
...

Signed-off-by: dependabot[bot] <support@github.com>
@dependabot dependabot bot added the dependencies Pull requests that update a dependency file label May 1, 2024
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dependabot bot commented on behalf of github Jun 1, 2024

Superseded by #2158.

@dependabot dependabot bot closed this Jun 1, 2024
@dependabot dependabot bot deleted the dependabot/pip/rastervision_pytorch_learner/albumentations-1.4.4 branch June 1, 2024 18:45
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