Created
March 30, 2019 13:21
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from PIL import Image | |
import pprint | |
import random | |
import numpy | |
class RandomPixelsDist(object): | |
def __init__(self, width=10, height=10, density=0.8): | |
self.width = width | |
self.height = height | |
self.density = density | |
self.size = self.width * self.height | |
self.distribution = [] | |
self.pixels = '' | |
self.image = None | |
def view(self, indent=2, width=80): | |
pp = pprint.PrettyPrinter(indent=indent, width=width) | |
pp.pprint(self.image) | |
def stat(self): | |
try: assert self.image | |
except AssertionError: return 0 | |
[ self.distribution.append(float(sum(row)) / self.width) for row in self.image ] | |
return self.distribution | |
def random(self): | |
self.image = [[ 1 if (random.random() >= (1 - self.density)) else 0 for l in ([0] * self.width) ] for h in range(self.height) ] | |
return self.image | |
def export_as_image(self, filename='exported'): | |
try: assert self.image | |
except AssertionError: return False | |
for row in self.image: | |
for pixel in row: | |
if pixel: self.pixels += chr(0) * 3 | |
else: self.pixels += chr(255) * 3 | |
image = Image.frombytes('RGB', (self.width, self.height), self.pixels) | |
image.save(filename + '.png', 'PNG') | |
return True | |
if __name__ == '__main__': | |
x = RandomPixelsDist(256, 256, 0.75) | |
x.random() | |
x.export_as_image('sample') | |
del x |
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