Albumentations 2.0.5 Release Notes

• Support Our Work
• Transforms
• Speedups
• Bug fixes

Support Our Work

1. Help Us Grow - If you find value in Albumentations, consider becoming a sponsor. Every contribution, no matter the size, helps us maintain and improve the library for everyone.
2. Show Your Support - If you enjoy using Albumentations, consider giving us a ⭐ on GitHub. It helps others discover the library and motivates our team.
3. Join Our Community - Have suggestions or ran into issues? We welcome your input! Share your experience in our GitHub issues or connect with us on Discord.

Transforms

RandomFog

Reverted to the earlier version of the algorithm, as it generated more naturally looking effects.

New transform: SquareSymmetry

This is a direct alias to the D4 transform.

If your problem has square symmetry, meaning you can perform flips, transpose, rotation by 90 degrees but it is better to use SquareSymmetry or D4 directly as it ensures that all 8 orientations are applied with the same probability.

Speedups

• Speedups in 10 helper functions. From 10 to 5500 percent, by @KRRT7
• Speedup in GaussianBlur. 2.5 times speedup. by @vedantdalimkar

Bugfixes

• BugFix in HueSaturationValue.