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

[dependabot[bot]]

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

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Transforms

Added D4 transform

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

• 35bf09e Boosted version to 1.4.4 (#1666)
• 93038cf Bigfix (#1665)
• 0dd3946 Added d4 (#1660)
• 00a7558 Fix signature after validation (#1659)
• d8dc0d1 Added tests for Sequential (#1658)
• 73e291c fix for Sequental - not used rundom (#1650)
• a4857ab Update random grid shuffle (#1655)
• 946d56d Updated contributor's guide (#1654)
• be1da4f Add_targets. (#1647)
• dfd4022 fix error message (#1649)
• Additional commits viewable in compare view

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[dependabot[bot]]

The following labels could not be found: pip dependencies.

[dependabot[bot]]

Superseded by #229.