monai.transforms.post.dictionary

A collection of dictionary-based wrappers around the “vanilla” transforms for model output tensors defined in monai.transforms.utility.array.

Class names are ended with ‘d’ to denote dictionary-based transforms.

Classes

ActivationsD	alias of Activationsd
ActivationsDict	alias of Activationsd
Activationsd(keys[, sigmoid, softmax, ...])	Dictionary-based wrapper of monai.transforms.AddActivations.
AsDiscreteD	alias of AsDiscreted
AsDiscreteDict	alias of AsDiscreted
AsDiscreted(keys[, argmax, to_onehot, ...])	Dictionary-based wrapper of monai.transforms.AsDiscrete.
DistanceTransformEDTD	alias of DistanceTransformEDTd
DistanceTransformEDTDict	alias of DistanceTransformEDTd
DistanceTransformEDTd(keys[, ...])	Applies the Euclidean distance transform on the input.
EnsembleD	alias of Ensembled
EnsembleDict	alias of Ensembled
Ensembled(keys, ensemble[, output_key, ...])	Base class of dictionary-based ensemble transforms.
FillHolesD	alias of FillHolesd
FillHolesDict	alias of FillHolesd
FillHolesd(keys[, applied_labels, ...])	Dictionary-based wrapper of monai.transforms.FillHoles.
InvertD	alias of Invertd
InvertDict	alias of Invertd
Invertd(keys, transform[, orig_keys, ...])	Utility transform to invert the previously applied transforms.
KeepLargestConnectedComponentD	alias of KeepLargestConnectedComponentd
KeepLargestConnectedComponentDict	alias of KeepLargestConnectedComponentd
KeepLargestConnectedComponentd(keys[, ...])	Dictionary-based wrapper of monai.transforms.KeepLargestConnectedComponent.
LabelFilterD	alias of LabelFilterd
LabelFilterDict	alias of LabelFilterd
LabelFilterd(keys, applied_labels[, ...])	Dictionary-based wrapper of monai.transforms.LabelFilter.
LabelToContourD	alias of LabelToContourd
LabelToContourDict	alias of LabelToContourd
LabelToContourd(keys[, kernel_type, ...])	Dictionary-based wrapper of monai.transforms.LabelToContour.
MeanEnsembleD	alias of MeanEnsembled
MeanEnsembleDict	alias of MeanEnsembled
MeanEnsembled(keys[, output_key, weights])	Dictionary-based wrapper of monai.transforms.MeanEnsemble.
ProbNMSD	alias of ProbNMSd
ProbNMSDict	alias of ProbNMSd
ProbNMSd(keys[, spatial_dims, sigma, ...])	Performs probability based non-maximum suppression (NMS) on the probabilities map via iteratively selecting the coordinate with highest probability and then move it as well as its surrounding values.
RemoveSmallObjectsD	alias of RemoveSmallObjectsd
RemoveSmallObjectsDict	alias of RemoveSmallObjectsd
RemoveSmallObjectsd(keys[, min_size, ...])	Dictionary-based wrapper of monai.transforms.RemoveSmallObjectsd.
SaveClassificationD	alias of SaveClassificationd
SaveClassificationDict	alias of SaveClassificationd
SaveClassificationd(keys[, meta_keys, ...])	Save the classification results and metadata into CSV file or other storage.
SobelGradientsD	alias of SobelGradientsd
SobelGradientsDict	alias of SobelGradientsd
SobelGradientsd(keys[, kernel_size, ...])	Calculate Sobel horizontal and vertical gradients of a grayscale image.
VoteEnsembleD	alias of VoteEnsembled
VoteEnsembleDict	alias of VoteEnsembled
VoteEnsembled(keys[, output_key, num_classes])	Dictionary-based wrapper of monai.transforms.VoteEnsemble.