[Numpy-discussion] Images and numpy
Lane Brooks
lbrooks@MIT....
Sat Oct 18 23:45:31 CDT 2008
Robert Kern wrote:
> On Sat, Oct 18, 2008 at 23:07, Lane Brooks <lbrooks@mit.edu> wrote:
>
>> What are the preferred ways to get images, like jpgs and pngs, from disk
>> into a numpy array and from a numpy array to disk?
>>
>> I did some google searches and found a PEP thread where Travis was
>> proposing an extended buffer protocol that would make for easier
>> interoperability with libraries such as PIL. Did that materialize?
>>
>
> Yes. There are two protocols, a Python level one, and a C level one.
> Python 2.6 is the first release where the C one is standard. Recent
> PILs support the Python level one.
>
>
> In [9]: import Image
>
> In [10]: img = Image.open('icon.png')
>
> In [11]: import numpy
>
> In [12]: numpy.asarray(img)
> Out[12]:
> array([[[ 0, 0, 0, 0],
> [ 0, 0, 0, 0],
> [ 0, 0, 0, 0],
> ...,
> [ 0, 0, 0, 0],
> [ 0, 0, 0, 0],
> [ 0, 0, 0, 0]],
> ...
>
> In [14]: img2 = Image.fromarray(Out[12])
>
> In [15]: img2
> Out[15]: <Image.Image instance at 0x1c0baa8>
>
> In [16]: img2.size
> Out[16]: (48, 48)
>
>
> You may also want to look at scipy's scipy.misc.pilutil module. It
> doesn't use these newer APIs, but it does have extra functionality
> like scaling float arrays to [0..255] to write out to PNGs and such.
>
>
Great! Thanks for the info. Just what I need!
Lane
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