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Differentiate between model output and postprocessing output #6724

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@wyli

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@wyli

The metadata states what the network produces as its output but if the postprocessing transform sequence does a lot to change the shape and format of this output there will be a disconnect between what is expected and the actual results. One example is a bundle which produces a certain number of channels that don't directly relate to classes which is then transformed into an output with a different number of layers representing one-hot encoded multiclass labels

  • update spec
  • update existing bundles output spec (model zoo)
  • downstream app. (monai label) reading output spec for bundle validation

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