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Sequential Patching

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Sequential patching functions.

extract_patches_sequential(arr, patch_size, target=None)

Generate patches from an array in a sequential manner.

Array dimensions should be SC(Z)YX, where S and C can be singleton dimensions. The patches are generated sequentially and cover the whole array.

Parameters:

Name Type Description Default
arr ndarray

Input image array.

required
patch_size tuple[int]

Patch sizes in each dimension.

required
target Optional[ndarray]

Target array, by default None.

None

Returns:

Type Description
tuple[ndarray, Optional[ndarray]]

Patches.