- Support Our Work
- UI Tool
- Transforms
- Improvements and Bug Fixes
Support Our Work
- 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.
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- 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
andfloat32
inputs
RandomSnow
Added texture
method to RandomSnow
RandomSunflare
Added physics_based
method to RandomSunFlare
Bugfixes and improvements
- Bugfix in albucore dependency. Now every
Albumnetations
version is tailored to a specificalbucore
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)