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🛠 Albumentations 2.0.7 Release Notes
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@ternaus ternaus released this 16 May 00:31
· 9 commits to main since this release
2.0.7
c9cb772
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🔧 Improvements

  • You can now pass an empty list for masks to any transform: 
    transform(image=image, masks=[])

New: area_for_downscale parameter

Added to:
• RandomScale
• LongestMaxSize
• SmallestMaxSize
• Resize

area_for_downscale options:
• None – default behavior
• "image" – use cv2.INTER_AREA when image is downscaled
• "image_mask" – use cv2.INTER_AREA for both image and mask

Using cv2.INTER_AREA for downscaling helps reduce artifacts, unlike other interpolation methods.

🐛 Bug Fixes
• Fixed serialization in ToFloat

✅ TL;DR
• ✅ Empty mask lists now supported
• ✅ area_for_downscale improves downscaling quality
• 🐞 Serialization fix in ToFloat
• 💌 Subscribe for updates

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