Mercurial > repos > imgteam > binary2labelimage

annotate binary2label.py @ 2:6e65fd971e13 draft

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"planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit 3d389fdec0db29cf6fbd783c0501455bf624fa90"
author imgteam
date Wed, 18 Dec 2019 05:01:27 -0500
parents 6c92ac9ce868
children 9bb446db4a1e
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
1 import argparse
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
2 import sys
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
3 import skimage.io
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
4 from skimage.measure import label
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
5 import numpy as np
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
6 import warnings
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
7 from PIL import Image
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6c92ac9ce868 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit b2acc1845a25828181597fe5b6982fe116a7796d
imgteam
parents: 0
diff changeset
8 import skimage.util
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
10 parser = argparse.ArgumentParser()
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
11 parser.add_argument('input_file', type=argparse.FileType('r'), default=sys.stdin, help='input file')
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6e65fd971e13 "planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit 3d389fdec0db29cf6fbd783c0501455bf624fa90"
imgteam
parents: 1
diff changeset
12 parser.add_argument('out_file', type=argparse.FileType('w'), default=sys.stdin, help='out file (TIFF)')
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
13 args = parser.parse_args()
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6c92ac9ce868 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit b2acc1845a25828181597fe5b6982fe116a7796d
imgteam
parents: 0
diff changeset
14
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
15 img_in = skimage.io.imread(args.input_file.name) > 0
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6c92ac9ce868 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit b2acc1845a25828181597fe5b6982fe116a7796d
imgteam
parents: 0
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16 res = label(img_in)
6c92ac9ce868 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit b2acc1845a25828181597fe5b6982fe116a7796d
imgteam
parents: 0
diff changeset
17 res = skimage.util.img_as_uint(res)
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
19 res = Image.fromarray(res)
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6c92ac9ce868 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit b2acc1845a25828181597fe5b6982fe116a7796d
imgteam
parents: 0
diff changeset
20 res.save(args.out_file.name, "tiff")