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Random shuffle on image pixels (based on https://stackoverflow.com/a/52437794/9214270)
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import scipy.ndimage | |
import scipy.misc | |
import numpy as np | |
import sys | |
import os.path | |
if len(sys.argv) < 2: | |
exit(1) | |
numShuffles = 1 if len(sys.argv) < 3 else int(sys.argv[2]) | |
#Loads an arbitrary RGB image from the misc library | |
rgbImg = scipy.ndimage.imread(sys.argv[1]) | |
# doc on shuffle: multi-dimensional arrays are only shuffled along the first axis | |
# so let's make the image an array of (N,3) instead of (m,n,3) | |
rndImg2 = np.reshape(rgbImg, (-1, rgbImg.shape[2])) | |
for i in range(numShuffles): | |
#now shuffle | |
np.random.shuffle(rndImg2) | |
#and reshape to original shape | |
rdmImg = np.reshape(rndImg2, rgbImg.shape) | |
path, filename = os.path.split(sys.argv[1]) | |
scipy.misc.imsave(os.path.join(path, 'shuffled' + str(i+1) + '_' + filename), rdmImg) | |
rndImg2 = rdmImg |
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