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Seeed-Studio / ModelAssistant

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
https://sensecraftma.seeed.cc/
Apache License 2.0
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build(deps): update albumentations requirement from <=1.3.1 to <=1.4.4 in /requirements #222

Closed dependabot[bot] closed 5 months ago

dependabot[bot] commented 6 months ago

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

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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dependabot[bot] commented 6 months ago

The following labels could not be found: pip dependencies.

dependabot[bot] commented 5 months ago

Superseded by #229.