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build(deps): update albumentations requirement from <=1.3.1 to <=1.4.4 in /requirements #222

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

Updates the requirements on albumentations to permit the latest version.

Release notes

Sourced from albumentations's releases.

Albumentations 1.4.4 Release Notes

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

Support Our Work

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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)

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Updates the requirements on [albumentations](https://github.com/albumentations-team/albumentations) to permit the latest version.
- [Release notes](https://github.com/albumentations-team/albumentations/releases)
- [Commits](albumentations-team/albumentations@v0.1.1...1.4.4)

---
updated-dependencies:
- dependency-name: albumentations
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
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dependabot bot commented on behalf of github May 1, 2024

The following labels could not be found: pip dependencies.

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