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Make PyTorch optional while preserving Tensor pipelines

Status: Open.

#426 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 11, 2026

[Design] Define a physical-space metadata contract for 3D volume transforms

Status: Open.

#397 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 5, 2026

[New transform] Add RicianNoise for magnitude-MRI augmentation

Status: Open.

#396 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 5, 2026

[New transform] Add GibbsRinging for true 3D k-space truncation artifacts

Status: Open.

#395 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 5, 2026

[3D] Add label-aware sampling modes to RandomCrop3D

Status: Open.

#394 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 5, 2026

[New transform] Add RandomConnectedComponentDropout3D for one-hot cascade inputs

Status: Open.

#387 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 2, 2026

[New transform] Add RandomOneHotMorphology3D for mutually exclusive segmentation channels

Status: Open.

#386 In albumentations-team/AlbumentationsX;

· ternaus opened on Aug 2, 2026

[Tracking] Complete true 3D augmentation support

Status: Open.

#358 In albumentations-team/AlbumentationsX;

· ternaus opened on Jul 26, 2026

[Feature] Add a variable crop around a sampled bbox subset

Status: Open.

#348 In albumentations-team/AlbumentationsX;

· ternaus opened on Jul 23, 2026

[New tranform] Add GuidedCoarseDropout with guidance and protected regions

enhancementNew feature or requestNew feature or request

Status: Open.

#338 In albumentations-team/AlbumentationsX;

· ternaus opened on Jul 20, 2026

[New transform] Add GhostingArtifact for MRI k-space ghosting

enhancementNew feature or requestNew feature or request

Status: Open.

#336 In albumentations-team/AlbumentationsX;

· ternaus opened on Jul 18, 2026

[New transform] Add KSpaceSpikeNoise for MRI spike artifacts

enhancementNew feature or requestNew feature or request

Status: Open.

#335 In albumentations-team/AlbumentationsX;

· ternaus opened on Jul 18, 2026