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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f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
thomaswollmann
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1 #!/usr/bin/python |
f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
thomaswollmann
parents:
diff
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2 |
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 |
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 |
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 |
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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6 import skimage.io |
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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7 from skimage.measure import regionprops |
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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8 |
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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9 parser = argparse.ArgumentParser(description='Count Objects') |
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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10 parser.add_argument('input_file', type=argparse.FileType('r'), |
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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11 help='Label input file') |
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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12 parser.add_argument('output_file', type=argparse.FileType('w'), |
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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13 help='Tabular output file') |
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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14 args = parser.parse_args() |
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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15 |
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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16 img_raw = skimage.io.imread(args.input_file.name) |
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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17 res = len(regionprops(img_raw)) |
f02a2d0f407c
planemo upload for repository https://github.com/BMCV/galaxy-image-analysis/tools/count_objects/ commit d93e1dd276027cfc3fb518236110395a23d96f66
thomaswollmann
parents:
diff
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18 |
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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19 text_file = open(args.output_file.name, "w") |
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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20 text_file.write("objects\n%s" % res) |
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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21 text_file.close() |