Improvements
- Change the ImgAug dependency version from “imgaug>=0.2.5,<0.2.7” to “imgaug>=0.4.0". Now Albumentations won’t downgrade your existing ImgAug installation to the old version. PR #658.
- Do not try to resize an image if it already has the required height and width. That eliminates the redundant call to the OpenCV function that requires additional copying of the input data. PR #639.
ReplayComposeis now serializable. PR #623 by IlyaOvodov - Documentation fixes and updates.
Bug Fixes
- Fix a bug that causes some keypoints and bounding boxes to lie outside the visible part of the augmented image if an augmentation pipeline contained augmentations that increase the height and width of an image (such as
PadIfNeeded). That happened because Albumentations checked which bounding boxes and keypoints lie outside the image only after applying all augmentations. Now Albumentations will check and remove keypoints and bounding boxes that lie outside the image after each augmentation. If, for some reason, you need the old behavior, passcheck_each_transform=Falsein yourKeypointParamsorBboxParams. Issue #565 and PR #566. - Fix a bug that causes an exception when Albumentations received images with the number of color channels that are even but are not multiples of 4 (such as 6, 10, etc.). PR #638.
- Fix the off-by-one error in applying steps for GridDistortion. Commit 9c225a9
- Fix bugs that prevent serialization of
ImageCompressionandGaussNoise. PR #569 - Fix a bug that causes errors with some values for
label_fieldsinBboxParams. PR #504 by IlyaOvodov - Fix a bug that prevents HueSaturationValue for working with grayscale images. PR #500.