Mercurial > repos > thomaswollmann > count_objects
annotate count_objects.py @ 0:f02a2d0f407c draft default tip
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
| author | thomaswollmann | 
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| date | Wed, 16 Jan 2019 15:34:44 -0500 | 
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| rev | line source | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
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1 #!/usr/bin/python | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
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2 | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
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3 import argparse | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
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4 import numpy as np | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
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5 import os | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
6 import skimage.io | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
7 from skimage.measure import regionprops | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
8 | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
9 parser = argparse.ArgumentParser(description='Count Objects') | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
10 parser.add_argument('input_file', type=argparse.FileType('r'), | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
11 help='Label input file') | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
12 parser.add_argument('output_file', type=argparse.FileType('w'), | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
13 help='Tabular output file') | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
14 args = parser.parse_args() | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
15 | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
16 img_raw = skimage.io.imread(args.input_file.name) | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
17 res = len(regionprops(img_raw)) | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
18 | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
19 text_file = open(args.output_file.name, "w") | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
20 text_file.write("objects\n%s" % res) | 
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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
 
thomaswollmann 
parents:  
diff
changeset
 | 
21 text_file.close() | 
