Datasets

The datasets module define dataloader or batch loader used for both training and validation.

Datasets

• Semseg batchgen
  • BatchGenDataLoader
  • Convert2DTo3DTransform
  • Convert3DTo2DTransform
  • DataReader
  • DictToTuple
  • DownsampleSegForDSTransform2
  • MTBatchGenDataLoader
  • RandomCropAndPadTransform
  • centered_crop()
  • centered_pad()
  • configure_rotation_dummy_da_mirroring_and_inital_patch_size()
  • foreground_crop()
  • get_bbox()
  • get_patch_size()
  • get_training_transforms()
  • get_validation_transforms()
  • imread()
  • located_crop()
  • nnUNetRandomCropAndPadTransform
  • random_crop()
  • random_crop_pad()
• Semseg patch fast
  • LabelToLong
  • SemSeg3DPatchFast
  • centered_crop()
  • centered_pad()
  • foreground_crop()
  • located_crop()
  • random_crop()
  • random_crop_pad()
  • random_crop_resize()
• Torchio
  • LabelToBool
  • LabelToFloat
  • LabelToLong
  • RandomCropOrPad
  • TorchIOReaderWrapper
  • TorchioDataset