search

Seeed-Studio / ModelAssistant

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. 🔥🔥🔥
https://sensecraftma.seeed.cc/
Apache License 2.0
394 stars 46 forks source link

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

Support Our Work

  1. Love the library? You can contribute to its development by becoming a sponsor for the library. Your support is invaluable, and every contribution makes a difference.
  2. Haven't starred our repo yet? Show your support with a ⭐! It's just only one mouse click.
  3. Got ideas or facing issues? We'd love to hear from you. Share your thoughts in our issues or join the conversation on our Discord server for Albumentations

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


Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting @dependabot rebase.

Dependabot commands and options
You can trigger Dependabot actions by commenting on this PR: - `@dependabot rebase` will rebase this PR - `@dependabot recreate` will recreate this PR, overwriting any edits that have been made to it - `@dependabot merge` will merge this PR after your CI passes on it - `@dependabot squash and merge` will squash and merge this PR after your CI passes on it - `@dependabot cancel merge` will cancel a previously requested merge and block automerging - `@dependabot reopen` will reopen this PR if it is closed - `@dependabot close` will close this PR and stop Dependabot recreating it. You can achieve the same result by closing it manually - `@dependabot show ignore conditions` will show all of the ignore conditions of the specified dependency - `@dependabot ignore this major version` will close this PR and stop Dependabot creating any more for this major version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this minor version` will close this PR and stop Dependabot creating any more for this minor version (unless you reopen the PR or upgrade to it yourself) - `@dependabot ignore this dependency` will close this PR and stop Dependabot creating any more for this dependency (unless you reopen the PR or upgrade to it yourself)
dependabot[bot] commented 6 months ago

The following labels could not be found: pip dependencies.

dependabot[bot] commented 5 months ago

Superseded by #229.