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DOC : Add comment for the use of strided output array for generic_filter in RAG
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@@ -143,6 +143,13 @@ class RAG(nx.Graph):
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if label_image is not None:
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fp = ndi.generate_binary_structure(label_image.ndim, connectivity)
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# In the next ``ndi.generic_filter`` function, the kwarg
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# ``output`` is used to provide a strided array with a single
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# 64-bit floating point number, to which the function repeatedly
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# writes. This is done because even if we don't care about the
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# output, without this, a float array of the same shape as the
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# input image will be created and that could be expensive in
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# memory consumption.
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ndi.generic_filter(
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label_image,
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function=_add_edge_filter,
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