Albumentations 2.0.1 Release Notes

• Support Our Work
• Core
• Bugfixes and speedups

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.

Core

Added parameter filter_invalid_bboxes to BboxParams.

If True, filters out invalid bounding boxes (e.g., boxes with negative dimensions or boxes where x_max < x_min or y_max < y_min at the beginning of the pipeline. If clip=True, filtering is applied after clipping. Default: False.

Bugfixes and speedups:

• Speedup in CubicSymmetry by @ternaus
• Speedup in FromFloat, when applied to images, volume, volumes
• Bugfix in PixelDropout, was not supporting sequence as fill
• BugFix in GaussianBlur. Did not preserve brightness and did not scale properly at large sigma. Fixed. Also now matches behavior in PIL pretty close
• Bugfix in distortions: OpticalDistortion, GridDistortion, ElasticTransform, ThinPlateSpline. Only bounding boxes and keypoints were affected. by @RhysEvan