Mercurial > repos > imgteam > colorize_labels

annotate colorize_labels.py @ 0:0afb17e107ff draft

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planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
author imgteam
date Tue, 12 Mar 2024 23:00:45 +0000
parents
children 43c80f3c3b60
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0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
1 import argparse
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
2
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
3 import numpy as np
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
4 import skimage.io
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
5 import skimage.util
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
6 import superdsm.render
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
7
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
8
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
9 def color_hex_to_rgb_tuple(hex):
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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10 if hex.startswith('#'):
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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11 hex = hex[1:]
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
12 return (
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
13 int(hex[0:2], 16),
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
14 int(hex[2:4], 16),
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
15 int(hex[4:6], 16),
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
16 )
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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17
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
18
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
19 if __name__ == '__main__':
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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20
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
21 parser = argparse.ArgumentParser()
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
22 parser.add_argument('input', type=str)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
23 parser.add_argument('--bg_label', type=int)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
24 parser.add_argument('--bg_color', type=str)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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25 parser.add_argument('--cmap', type=str, default='hsv')
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
26 parser.add_argument('--seed', type=int)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
27 parser.add_argument('--output', type=str)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
28 args = parser.parse_args()
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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29
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
30 im = skimage.io.imread(args.input)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
31 im = np.squeeze(im)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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32 assert im.ndim == 2
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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33
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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34 im_colorized = superdsm.render.colorize_labels(
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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35 labels=im,
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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36 bg_label=args.bg_label,
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
37 cmap=args.cmap,
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
38 bg_color=np.divide(color_hex_to_rgb_tuple(args.bg_color), 255),
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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39 shuffle=args.seed,
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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40 )
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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41
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
diff changeset
42 im_colorized = skimage.util.img_as_ubyte(im_colorized)
0afb17e107ff planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/colorize_labels commit ffedf4e17ecbb226657ccf8472b0572532e9aa8a
imgteam
parents:
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43 skimage.io.imsave(args.output, im_colorized)