Created
July 16, 2014 16:33
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Lyst image background removal
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#http://developers.lyst.com/data/images/2014/02/13/background-removal/ | |
import pgmagick as pg | |
def trans_mask_sobel(img): | |
""" Generate a transparency mask for a given image """ | |
image = pg.Image(img) | |
# Find object | |
image.negate() | |
image.edge() | |
image.blur(1) | |
image.threshold(24) | |
image.adaptiveThreshold(5, 5, 5) | |
# Fill background | |
image.fillColor('magenta') | |
w, h = image.size().width(), image.size().height() | |
image.floodFillColor('0x0', 'magenta') | |
image.floodFillColor('0x0+%s+0' % (w-1), 'magenta') | |
image.floodFillColor('0x0+0+%s' % (h-1), 'magenta') | |
image.floodFillColor('0x0+%s+%s' % (w-1, h-1), 'magenta') | |
image.transparent('magenta') | |
return image | |
end | |
def alpha_composite(image, mask): | |
""" Composite two images together by overriding one opacity channel """ | |
compos = pg.Image(mask) | |
compos.composite( | |
image, | |
image.size(), | |
pg.CompositeOperator.CopyOpacityCompositeOp | |
) | |
return compos | |
end | |
def remove_background(filename): | |
""" Remove the background of the image in 'filename' """ | |
img = pg.Image(filename) | |
transmask = trans_mask_sobel(img) | |
img = alphacomposite(transmask, img) | |
img.trim() | |
img.write('out.png') | |
end |
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