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DOC: add warning note to imsave
closes #3657
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lib/matplotlib/image.py

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@@ -1547,7 +1547,15 @@ def imread(fname, format=None):
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def imsave(fname, arr, vmin=None, vmax=None, cmap=None, format=None,
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origin=None, dpi=100, *, metadata=None, pil_kwargs=None):
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"""
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Save an array as an image file.
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Colormap and save an array as an image file.
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RGB(A) images are passed through, single channel images will be
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saved in false color.
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.. note ::
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If you want to save a single channel image as gray scale please use an
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image I/O library (such as pillow, tifffile, or imageio) directly.
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Parameters
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----------

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