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Read an image from a file into an array.
.. note::
This function exists for historical reasons. It is recommended to
use `PIL.Image.open` instead for loading images.
Parameters
----------
fname : str or file-like
The image file to read: a filename, a URL or a file-like object opened
in read-binary mode.
Passing a URL is deprecated. Please open the URL
for reading and pass the result to Pillow, e.g. with
``np.array(PIL.Image.open(urllib.request.urlopen(url)))``.
format : str, optional
The image file format assumed for reading the data. The image is
loaded as a PNG file if *format* is set to "png", if *fname* is a path
or opened file with a ".png" extension, or if it is a URL. In all
other cases, *format* is ignored and the format is auto-detected by
`PIL.Image.open`.
Returns
-------
`numpy.array`
The image data. The returned array has shape
- (M, N) for grayscale images.
- (M, N, 3) for RGB images.
- (M, N, 4) for RGBA images.
PNG images are returned as float arrays (0-1). All other formats are
returned as int arrays, with a bit depth determined by the file's
contents.
Notes
-----
.. note::
This is equivalent to `matplotlib.image.imread`.
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