Mercurial > repos > imgteam > imagej2_analyze_skeleton
annotate imagej2_noise_jython_script.py @ 1:3272e0439968 draft
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
author | imgteam |
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date | Mon, 28 Sep 2020 16:52:29 +0000 |
parents | bb84f130a4e1 |
children | bdee06a1bcfa |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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1 import sys |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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2 |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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3 from ij import IJ |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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4 |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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5 # Fiji Jython interpreter implements Python 2.5 which does not |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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6 # provide support for argparse. |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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7 error_log = sys.argv[-19] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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8 input_file = sys.argv[-18] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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9 image_datatype = sys.argv[-17] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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10 noise = sys.argv[-16] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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11 standard_deviation = sys.argv[-15] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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12 radius = sys.argv[-14] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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13 threshold = sys.argv[-13] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents:
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14 which_outliers = sys.argv[-12] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents:
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15 randomj = sys.argv[-11] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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16 trials = sys.argv[-10] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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17 probability = sys.argv[-9] |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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18 # Note the spelling - so things don't get confused due to Python lambda function. |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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19 lammbda = sys.argv[-8] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents:
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20 order = sys.argv[-7] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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21 mean = sys.argv[-6] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
parents:
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22 sigma = sys.argv[-5] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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23 min = sys.argv[-4] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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24 max = sys.argv[-3] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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25 insertion = sys.argv[-2] |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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26 tmp_output_path = sys.argv[-1] |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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27 |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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28 # Open the input image file. |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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29 image_plus = IJ.openImage(input_file) |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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30 bit_depth = image_plus.getBitDepth() |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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31 image_type = image_plus.getType() |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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32 # Create an ImagePlus object for the image. |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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33 image_plus_copy = image_plus.duplicate() |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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34 # Make a copy of the image. |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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35 image_processor_copy = image_plus_copy.getProcessor() |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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36 |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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37 # Perform the analysis on the ImagePlus object. |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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38 if noise == 'add_noise': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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39 IJ.run(image_plus_copy, "Add Noise", "") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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40 elif noise == 'add_specified_noise': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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41 IJ.run(image_plus_copy, "Add Specified Noise", "standard=&standard_deviation") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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42 elif noise == 'salt_and_pepper': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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43 IJ.run(image_plus_copy, "Salt and Pepper", "") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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44 elif noise == 'despeckle': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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45 IJ.run(image_plus_copy, "Despeckle", "") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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46 elif noise == 'remove_outliers': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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47 IJ.run(image_plus_copy, "Remove Outliers", "radius=&radius threshold=&threshold which=&which_outliers") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
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48 elif noise == 'remove_nans': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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49 IJ.run(image_plus_copy, "Remove NaNs", "") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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50 elif noise == 'rof_denoise': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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51 IJ.run(image_plus_copy, "ROF Denoise", "") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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52 elif noise == 'randomj': |
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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53 if randomj == 'randomj_binomial': |
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3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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54 IJ.run(image_plus_copy, "RandomJ Binomial", "trials=&trials probability=&probability insertion=&insertion") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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55 elif randomj == 'randomj_exponential': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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56 IJ.run(image_plus_copy, "RandomJ Exponential", "lambda=&lammbda insertion=&insertion") |
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bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
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57 elif randomj == 'randomj_gamma': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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58 IJ.run(image_plus_copy, "RandomJ Gamma", "order=&order insertion=&insertion") |
0
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
imgteam
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59 elif randomj == 'randomj_gaussian': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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60 IJ.run(image_plus_copy, "RandomJ Gaussian", "mean=&mean sigma=&sigma insertion=&insertion") |
0
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
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61 elif randomj == 'randomj_poisson': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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62 IJ.run(image_plus_copy, "RandomJ Poisson", "mean=&mean insertion=&insertion") |
0
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
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63 elif randomj == 'randomj_uniform': |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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64 IJ.run(image_plus_copy, "RandomJ Uniform", "min=&min max=&max insertion=&insertion") |
0
bb84f130a4e1
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit b08f0e6d1546caaf627b21f8c94044285d5d5b9c-dirty"
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65 |
1
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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66 # Save the ImagePlus object as a new image. |
3272e0439968
"planemo upload for repository https://github.com/bgruening/galaxytools/tree/master/tools/image_processing/imagej2 commit 2afb24f3c81d625312186750a714d702363012b5"
imgteam
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67 IJ.saveAs(image_plus_copy, image_datatype, tmp_output_path) |