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No Normalization

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No-op normalization.

NoNormalization

Bases: Normalization

No-op normalization transform returning patches unchanged.

Parameters:

  • **kwargs (Any, default: {} ) –

    Additional keyword arguments.

__call__(patch, target=None)

Apply no normalization to the patch and target.

Parameters:

  • patch (NDArray) –

    Patch, 2D or 3D, shape C(Z)YX.

  • target (NDArray, default: None ) –

    Target for the patch, by default None.

Returns:

  • tuple of NDArray –

    Transformed patch and target, the target can be returned as None.

__init__(**kwargs)

Initialize the no normalization transform.

Parameters:

  • **kwargs (Any, default: {} ) –

    Additional keyword arguments.

denormalize(patch)

Reverse the normalization operation for a batch of patches.

Parameters:

  • patch (Tensor) –

    Patch, 2D or 3D, shape BC(Z)YX.

Returns:

  • Tensor –

    Denormalized patch.