This is out of schedule release with a bugfix that was introduced in version 1.4.5
In version 1.4.5 there was a bug that went unnoticed - if you used pipeline that consisted only of ImageOnly transforms but pass bounding boxes into it, you would get an error.
If you had in such pipeline at least one non ImageOnly transform, say HorizontalFlip or Crop, everything would work as expected.
We fixed the issue and added tests to be sure that it will not happen in the future.
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Upgrade of albumentations package to enhance image augmentation.
📊 Key Changes
Dockerfile update: Changed the version constraint of albumentations from <=1.4.4 to >=1.4.6.
pyproject.toml update: Modified the version requirement for albumentations to support versions >=1.4.6, ensuring compatibility with newer functions and enhancements.
🎯 Purpose & Impact
Enhanced Augmentation: By upgrading to albumentations version 1.4.6 or higher, users gain access to newer image augmentation features and improvements, enriching the training dataset diversity for better model performance.
Software Stability: Ensuring compatibility with newer versions of albumentations helps maintain the stability and reliability of the software, providing a smoother user experience.
Potential Impact: Users can expect more robust and varied training data augmentation, potentially leading to improvements in model accuracy and generalization. This change affects both developers and users who rely on Docker for deploying or developing with Ultralytics software, ensuring they're using up-to-date dependencies.
Updates the requirements on albumentations to permit the latest version.
Release notes
Sourced from albumentations's releases.
Commits
16a55aeRevert 1692 (#1702)cd50269Fix blur (#1700)66273bfprocessor does process / preprocess only if key exists (#1697)8c86616version boosted to 1.4.5 (#1696)ee3c634Available keys at BasicTransform and BaseCompose (#1692)ad8ce3fFix in GridDistortion docstring (#1695)d47389cChannel subset (#1690)bd9c970Fix in CoarseDropout (#1689)4a72cc8Fix in ToGray (#1688)bbe1854Pr 1679 (#1687)Dependabot will resolve any conflicts with this PR as long as you don't alter it yourself. You can also trigger a rebase manually by commenting
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🛠️ PR Summary
Made with ❤️ by Ultralytics Actions
🌟 Summary
Upgrade of
albumentationspackage to enhance image augmentation.📊 Key Changes
albumentationsfrom<=1.4.4to>=1.4.6.albumentationsto support versions>=1.4.6, ensuring compatibility with newer functions and enhancements.🎯 Purpose & Impact
albumentationsversion1.4.6or higher, users gain access to newer image augmentation features and improvements, enriching the training dataset diversity for better model performance.albumentationshelps maintain the stability and reliability of the software, providing a smoother user experience.