numpy.array to PNG file and back

Question

I have a 2d numpy.array object of dtype=uint16 representing a grayscale image. How do I save it to a PNG file and then read it back, obtaining the same array?

I think PNG>np is given, but the other way around only shows a 3d array and I can't figure out how to make it work with a 2d array. Also as I'm starting off with a numpy.array, I need that example first to try it out. in short, it isn't trivial from the examples... — Jonathan Livni
– Jonathan Livni, Commented Aug 27, 2014 at 14:56

ChrisB · Accepted Answer · 2014-08-27 19:50:03Z

4

scikit-image makes this pretty easy:

from skimage.io import imread, imsave
import numpy as np

x = np.ones((100, 100), dtype=np.uint16)
imsave('test.png', x)
y = imread('test.png')
(x == y).all()  # True

answered Aug 27, 2014 at 19:50

ChrisB

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1 Comment

Payaam Over a year ago

But this has a drawback of accessing disk and back. Can it be done in memory?

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