Issues

• LUT-based transforms can return read-only NumPy arrays

  albumentations-team/AlbumentationsX#615 · Filter by author ayasyrev opened on Nov 4, 2026

• perf: reduce floating cast overhead in MRI volume augmentation pipelines

  albumentations-team/AlbumentationsX#582 · Filter by author ternaus opened on Oct 12, 2026

• [Proposal] Estimate masked global mean and RMS separately from normalization

  albumentations-team/AlbumentationsX#528 · Filter by author ayasyrev opened on Sep 22, 2026

• [Proposal] Apply world-space affine mappings on an explicitly declared 3D grid

  albumentations-team/AlbumentationsX#527 · Filter by author ayasyrev opened on Sep 22, 2026

• [Design] Accept fixed and per-call affine matrices in Affine3D

  albumentations-team/AlbumentationsX#525 · Filter by author ayasyrev opened on Sep 22, 2026

• [Proposal] Extend Normalize with per-call external statistics and explicit application masks

  albumentations-team/AlbumentationsX#524 · Filter by author ayasyrev opened on Sep 22, 2026

• feat(Compose): support target-scoped semantic mappings for multiple mask3d targets

  albumentations-team/AlbumentationsX#521 · Filter by author ternaus opened on Sep 20, 2026

• [STF M3] Tie behavior changes to deprecation and migration evidence

  documentation
  albumentations-team/AlbumentationsX#492 · Filter by author ternaus opened on Sep 6, 2026
  

• [STF M3] Publish and enforce the deterministic pipeline contract

  enhancement
  albumentations-team/AlbumentationsX#491 · Filter by author ternaus opened on Sep 6, 2026
  

• [STF M3] Define and enforce the 2D core geometry contract

  enhancement
  albumentations-team/AlbumentationsX#490 · Filter by author ternaus opened on Sep 6, 2026
  

• [STF M3] Standardize validation failures and remove silent fallbacks from core pipelines

  enhancement
  albumentations-team/AlbumentationsX#489 · Filter by author ternaus opened on Sep 6, 2026
  

• [Feature] Add a geometry-aware vector-field target for 3D volumes

  albumentations-team/AlbumentationsX#444 · Filter by author ternaus opened on Aug 19, 2026
  

• Complete float16 CPU image and volume support

  albumentations-team/AlbumentationsX#416 · Filter by author ternaus opened on Aug 10, 2026

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

  albumentations-team/AlbumentationsX#397 · Filter by author ternaus opened on Aug 5, 2026
  1

  

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

  albumentations-team/AlbumentationsX#394 · Filter by author ternaus opened on Aug 5, 2026
  

• [Tracking] Complete true 3D augmentation support

  albumentations-team/AlbumentationsX#358 · Filter by author ternaus opened on Jul 26, 2026
  3

  

• [Feature] Add dataset-statistics stain sampling to HEStain

  enhancement
  albumentations-team/AlbumentationsX#329 · Filter by author ternaus opened on Jul 18, 2026
  2

• [Feature] Add area/aspect-ratio sampling to RandomSizedBBoxSafeCrop

  albumentations-team/AlbumentationsX#322 · Filter by author ternaus opened on Jul 18, 2026

• [Feature] Add Qishen-style cell patterns to GridMask

  albumentations-team/AlbumentationsX#321 · Filter by author ternaus opened on Jul 18, 2026

• [Feature] Publish a generated replay, inverse, and TTA support matrix

  albumentations-team/AlbumentationsX#320 · Filter by author ternaus opened on Jul 17, 2026

• [Feature] Add an axis-aware spectrogram and time-frequency augmentation guide

  albumentations-team/AlbumentationsX#319 · Filter by author ternaus opened on Jul 17, 2026
  1

• [Feature] Add competition-derived migration recipes for custom augmentation patterns

  albumentations-team/AlbumentationsX#318 · Filter by author ternaus opened on Jul 17, 2026

• [Feature request] Feature request: Native polygon annotation support

  Feature

  albumentations-team/AlbumentationsX#119 · Filter by author ternaus opened on Dec 16, 2025
  2

  

• [Design][Feature] Define spatial frames and pivots for geometry-only 2D samples

  Feature

  albumentations-team/AlbumentationsX#115 · Filter by author ternaus opened on Dec 10, 2025
  1

• [Performance] Reuse a shared flare layer across RandomSunFlare batches

  enhancementhelp wanted
  Feature

  albumentations-team/AlbumentationsX#45 · Filter by author ternaus opened on Jul 10, 2025