github albumentations-team/albumentations 1.4.16
Albumentations 1.4.16 Release Notes

8 hours ago
  • Support Our Work
  • UI Tool
  • 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 away.
  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

UI Tool

For visual debug wrote a tool that allows visually inspect effects of augmentations on the image.

You can find it at https://explore.albumentations.ai/

  • Works for all ImageOnly transforms
  • Authorized users can upload their own images

it is work in progress. It is not stable and polished yet, but if you have feedback or proposals - just write in the Discord Server mentioned above.

Transforms

  • Updated and extended docstrings in all ImageOnly transforms.
  • All ImageOnly transforms support both uint8 and float32 inputs

RandomSnow

Added texture method to RandomSnow

Screenshot 2024-09-14 at 19 09 52

RandomSunflare

Added physics_based method to RandomSunFlare
Screenshot 2024-09-14 at 19 10 41

Bugfixes and improvements

  • Bugfix in albucore dependency. Now every Albumnetations version is tailored to a specific albucore version. Added pre-commit hook to automatically check it on every commit.
  • BugFix in TextImage transform, after rewriting bbox processing in a vectorized form, transform was failing.
  • As a part of the work to remove scikit-image dependency @momincks rewrote bbox_affine in a plain numpy
  • Bugfix. It was unexpected, but people use bounding bboxes that are less than 1 pixel. Removed constrant on a minimum bounding box being 1x1
  • Bugfix in bounding box filtering. Now if all bounding boxes were filtered return not empty array, but empty array of shape (0, 4)

Don't miss a new albumentations release

NewReleases is sending notifications on new releases.