Mercurial > repos > imgteam > binary2labelimage

annotate binary2label.py @ 3:9bb446db4a1e draft

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planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
author imgteam
date Mon, 13 Nov 2023 22:10:33 +0000
parents 6e65fd971e13
children
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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
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9bb446db4a1e planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
imgteam
parents: 2
diff changeset
3
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
4 import skimage.io
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9bb446db4a1e planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
imgteam
parents: 2
diff changeset
5 import skimage.util
9bb446db4a1e planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
imgteam
parents: 2
diff changeset
6 from PIL import Image
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
7 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
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b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
9 parser = argparse.ArgumentParser()
b97a362ff321 planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/binary2labelimage/ commit c3f4b766f03770f094fda6bda0a5882c0ebd4581
imgteam
parents:
diff changeset
10 parser.add_argument('input_file', type=argparse.FileType('r'), default=sys.stdin, help='input file')
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9bb446db4a1e planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
imgteam
parents: 2
diff changeset
11 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
12 args = parser.parse_args()
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9bb446db4a1e planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tree/master/tools/binary2labelimage/ commit 2286a6c9da88596349ed9d967c51541409c0a7bf
imgteam
parents: 2
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
14 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
diff changeset
15 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
16 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
18 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
19 res.save(args.out_file.name, "tiff")