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This page is for the refactoring of the existing extractors. The original wiki page Hosted VMs is still used for the deployments. 

 

As we figure out who's working on what, please start with the following steps for the extractor(s) you chose:

  • be able to run the extractor
  • add a README, specifically a readme.md (i.e. in markdown), with information on how to install dependencies and run the extractor (in its current shape)
  • start looking at dbpedia extractor for template on how to dockerize it
  • ... more to come

 

Steps to take for every extractor in this list:

  1. Docker containers
  2. JSONLD
  3. Extractor info registration
  4. Use pyclowder (for python extractors)
  5. Add status messages to all extractors and fix level granularity
    1. Make status constants (DONE, ERROR)
    2. Arcgis multiprocessing extractor
  6. Register on on demand execution queues
    1. Add on demand key binding to configuration file: messageType = "*.file.text.plain", "extractors."+extractorName
  7. Standardize around python logging
    1. Figure out what to log and what format to follow
  8. Add logstash to docker compose
  9. Add sample input/ouput to git repository
  10. Add icon for tools catalog to git repository
  11. Add entry to Tools catalog, with icon

 

ID (Extractor Name from config file,

same as queue name)

Programming

Language

SoftwareOSAssigned ToLink to repoWho wrote or worked on the codeDEPLOYED      ncsa.image.ocrPythonTesseractLinuxRuiocr 

ncsa.cv.faces

PythonOpenCVLinuxInna (may be?)

ID (Extractor Name from config file, same as queue name)

Programming Language

SoftwareOSCan be Dockerized?Assigned ToRepoAuthor
DEPLOYED
ncsa.image.ocrPythonTesseractLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/ocr 

ncsa.cv.faces

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.eyes

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.closeups

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cv.profiles

PythonOpenCVLinux Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/opencvLiana

ncsa.cellprofiler.fluorescentcomet

Pythonpymedici (question)WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.fly

Python WindowsNo 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

eyes

human

Python 
OpenCV
Windows
Linux
No
Inna
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

closeups

silvercomet

Python 
OpenCV
Windows
Linux
No
Inna
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.

cv

cellprofiler.

profiles

speckle

Python
OpenCV
 Windows
Linux
No
Inna
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
opencv
cellprofilerLiana

ncsa.cellprofiler.

fluorescentcomet

trackobject

Python
pymedici (question)
 WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.

fly

tumor

Python WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.

human

yeast

Python WindowsNo https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.

cellprofiler

image.

silvercomet

sphog

Python 
Matlab, mnist-sphog Linux
Windows
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse
/cellprofiler
/handwritten/HandwrittenNumbers 

ncsa.image.caltech101

      
Liana
ncsa.
cellprofiler.speckle
bisque.histogram (notes: disabled)Python Linux 
Windows
   
https://opensource.
ncsa.
illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana

ncsa.cellprofiler.trackobject

Python Windows 
bisque.metadata (notes: disabled)Python Linux    
census-section-segmentorJava Linux 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
censusLiana, Inna
ncsa.
cellprofiler
cv.
tumor
river
Python
 PythonOpenCV 
Windows
(python), convert (from imagemagick), and GdalLinux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
riverLiana
ncsa.
cellprofiler
geo.
yeast
shpExtractorPython
 
gdal
Windows
Linux https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
geo/browse
/cellprofiler
Liana
Jong Lee
ncsa.
image
geo.
sphog
tiffExtractorPython
 Matlab, mnist-sphog 
gdalLinux
Gregory Jansen
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
geo/browse
/handwritten/HandwrittenNumbers
Jong Lee
 
ncsa.image.
caltech101
geotiff
   Gregory Jansen  ncsa.bisque.histogram (notes: disabled)Python
Python

GDAL, Cython, numpy,
pygeoprocessing

 

Linux 
 
Ruihttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-geotiff/browseRui, Mostafa Elag
 

ncsa.

bisque.metadata (notes: disabled)

image.ponddetect

Python
 census-section-segmentorJava Linux 
MatlabLinux 
  
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
maps/browse/
census
feature_detection
Liana
Marcus,
Inna
Ankit
ncsa.
cv
image.
river
humanpref
 PythonOpenCV (python), convert (from imagemagick), and Gdal
PythonMatlabLinux
Smruti Padhy
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
maps/browse/
river
humanpref
Liana
Marcus, Ankit

ncsa.xml.greenindexroute, ncsa.

geo

csv.

shpExtractor

greenindexroute

Python
gdal
OpenCVLinux 
Jong Lee
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geo
maps/browse/greenroute
Jong Lee
Marcus

ncsa.

geo

image.

tiffExtractor

knn_numerals

Python
gdalLinux
OpenCVLinux  Marcus

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinux 
Jong Lee
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geo
core/browse
/audio/speech2textMarcus
Jong Lee
ncsa.
image
audio.
geotiff
previewPython

GDAL, Cython, numpy,
pygeoprocessing

Linux
   Inna
Rui
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geotiff
core/browse
Rui, Mostafa Elag
/audio/preview 
ncsa.
image
nlp.
ponddetect
simplelanguagePythonnumpy
Matlab
 
Linux
 
Marcus
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
feature_detectionMarcus, Ankit
SimpleLanguageLiana
ncsa.nlp.simplesummaryPython

Natural Language Toolkit (NLTK) for Python, NLTK Data or at least:

 nltk.corpus,nltk.stem.porter and nltk.tokenize.punkt.

  
ncsa.image.humanprefPythonMatlabLinuxMarcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
humanpref
SimpleSummary
Marcus, Ankit
Liana
ncsa.
xml.greenindexroute, ncsa.csv.greenindexroute
nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven  
PythonOpenCVLinuxMarcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/SNLP/
greenroute
SNLPSentimentExtractorLiana, Marcus(?)
ncsa.
image
nlp.
knn_numerals
wordtablesPython
OpenCVLinux
Marcus Marcus
 requestspikawin32com   

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinuxMarcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
nlp/browse/
audio/speech2text
WordTablesExtractor
Marcusncsa.audio.preview
Liana
siegfriedPython    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core/browse/audio/preview
siegfried/browseGregory Jansen
 
ncsa.
nlp
versus.
simplelanguage
imageJava
Python
Versus
numpy
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
versus/browse
/SimpleLanguage
Liana
Kenton, Smruti
ncsa.
nlp.simplesummaryPython

Natural Language Toolkit (NLTK) for Python, NLTK Data or at least:

 nltk.corpus,nltk.stem.porter and nltk.tokenize.punkt.

 
image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python    
Gregory Jansen
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse/image/
SimpleSummary
preview
Liana
Rob, Sandeep
ncsa.
nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven
pdf.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse/
SNLP
pdf/
SNLPSentimentExtractorLiana, Marcus(?)
previewRob
ncsa.video.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)
ncsa.nlp.wordtables
Python 
requestspika,
 
win32com
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse
/WordTablesExtractorLiana
/video/previewRob
NOT DEPLOYED
ncsa.image.digitpyPythonopencv
siegfriedPython
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
siegfried
cv/browse
/handwritten/SimpleDigitPython 
Gregory Jansen
ncsa.
versus
cv.
imageJavaVersusLinux
pdfimages pdfimages, from poppler-utils   
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
versus
cv/browse/poppler
Kenton, Smrutincsa.image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python
 
ncsa.cv.caltech101PythonMatlab and VLFeat 64-bit Mac OS 
 
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
cv/browse/
image/previewRob, Sandeepncsa.pdf.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)
vlfeat 
dbpediaPython Natural Language Toolkit (NLTK) and rdflib.  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-dbpedia/browse
digestPython    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
digest/browse
/pdf/previewRob
 
ncsa.hpcPython 
ncsa.video.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
hpc/browse
/video/previewRob
LSVAJava
                     NOT DEPLOYED   
   
ncsa.image.digitpyPythonopencv 
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
lsva/browse
/handwritten/SimpleDigitPython 
Liana, Constantinos
LSVA integrated
ncsa.cv.pdfimages
 
pdfimages, from poppler-utils
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-lsva-
cv
integrated/browse
/poppler
 
ncsa.
cv.caltech101
movieslicePython
Matlab and VLFeat
 
64-bit Mac OS 
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
movieslice/browse
/vlfeat
 
Sandeep
dbpedia
mri2meshPython
 Natural Language Toolkit (NLTK) and rdflib.
pymedici, subprocess, logging, os, numpy, shutil, zipfile  
Luigi Marini
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
dbpedia
mri/browse/mri2mesh
Luigi Marini
Marcus
msc-ChemCBCExtractor
digest
Pythonrequests, pika, openpyxl, xlrd, pymongoLinux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
digest
msc/browse/ChemCBCExtractor
 
Yan
msc-IsletExtractor
ncsa.hpc
Pythonrequests, pika, openpyxl, xlrd, pymongoLinux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
hpc
msc/browse
 LSVA
/IsletExtractorYan
msc-MonitorExtractorPythonrequests, pika, openpyxl, xlrd, pymongoLinux
Java
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
lsva
msc/browse
 LSVA integrated
/MonitorExtractorYan
ncsa.msc.dailymonitorPythonrequests, pika, openpyxl, xlrd, pymongo
 
  
 
not usedhttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
lsva-integrated
msc/browse/OldMonitorExtractor
 
Ashwini
msc-PhenotypeExtractor
ncsa.movieslice
Python

requests, pika, openpyxl, xlrd, pymongo

Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
movieslice
msc/browse/PhenotypeExtractor
Sandeepmri2meshPythonpymedici, subprocess, logging, os, numpy, shutil, zipfile
Yan
ncsa.nlp.SNLPJava Stanford CoreNLP tool, java, maven   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
mri
nlp/browse/
mri2mesh
SNLP/SNLPExtractor
Marcus
Liana
ncsa.nlp.tika
msc-ChemCBCExtractor
Python
requests,
 
pika
Tika project page, pymedici 
openpyxl, xlrd, pymongo
Linux
 
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
nlp/browse/
ChemCBCExtractor
tika
Yan
Liana
msc
person-
IsletExtractor
detectorPython
requests, pika, openpyxl, xlrd, pymongoLinux
 MATLAB, FFMPEG, requests and pika   
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-
msc
detector/browse/
IsletExtractor
python
Yan
Sandeep
msc
ncsa.person-
MonitorExtractor
trackerPythonpython, MATLAB, FFMPEG requests
, pika, openpyxl, xlrd, pymongo
and pika   
LinuxYan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-person-
msc
tracking/browse/
MonitorExtractor
python
Yan
Sandeep
ncsa
terra.
msc.dailymonitor
plantcvPython

pika
requests

, pika, openpyxl, xlrd, pymongo


wheel

  
not used
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
plantcv/browse
/OldMonitorExtractorAshwinimsc-PhenotypeExtractorPython

requests, pika, openpyxl, xlrd, pymongo

Linux
Yan
medici_PTM_thumbnailsJava    
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
ptm/browse/
PhenotypeExtractor
PTMThumbnailExtractor
Yan
Constantinos
medici_PTM_metadata
ncsa.nlp.SNLP
Java 
Stanford CoreNLP tool, java, maven
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
ptm/browse/
SNLP/SNLPExtractorLianancsa.nlp.tikaPython Tika project page, pymedici
PTMMetadataExtractorConstantinos

Name not clear

PtmMetadata(?)

Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
ptm/browse/
tikaLianaperson-detectorPython MATLAB, FFMPEG, requests and pika
PTMMetadataConstantinos
medici_ptm_mapsJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
person-detector
ptm/browse
/pythonSandeepncsa.person-trackerPythonpython, MATLAB, FFMPEG requests and pika
/PTMMapsExtractorConstantinos
medici_ptm_3dJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
person-tracking
ptm/browse/
python
PTM3DExtractor
Sandeep
Constantinos
medici_images_ptmJava  
terra.plantcvPythonpika
requests
wheel
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
plantcv/browseYan
ptm/browse/ImagesPTMExtractorConstantinos

extractors-rabbitmq

(look like examples)

  
medici_PTM_thumbnailsJava
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
rabbitmq/browse
/PTMThumbnailExtractorConstantinosmedici_PTM_metadataJava
 
Name not clear extractors-seabird/Scala 
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
seabird/browse
/PTMMetadataExtractor
Constantinos

Name not clear

Luigi
medici_3d_x3d (one of extractors-3d
PtmMetadata(?
)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTMMetadata
ObjJSONExtractorConstantinos
medici_3d_
ptm_maps
obj_merger (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTMMapsExtractor
OBJMergerExtractorConstantinos
medici_
ptm_3d
oni (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
PTM3DExtractor
OniExtractorConstantinos
medici_
images_ptm
ply_obj (one of extractors-3d)Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
3d/browse/
ImagesPTMExtractor
PlyObjExtractorConstantinos
medici_3d_metadata (one of extractors-
rabbitmq(look like examples)
3d) Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
rabbitmq
3d/browse/ThreeDMetadataExtractor
 
Constantinos
medici_x3d_html (one of extractors-3d) Java 
Name not clear extractors-seabird/Scala
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
seabird
3d/browse
Luigimedici_3d_x3d (one of extractors-3d)Java  
/X3DhtmlExtractorConstantinos
ncsa.arcgis.landsat7mosaicPythonArcGISWindowsNo
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/
extractors
extractors-bd-
3d
cz/browse/
ObjJSONExtractorConstantinosmedici_3d_obj_merger (one of extractors-3d)Java  
ndviextractorSmruti
ncsa.arcgis.floodplainPythonArcGISWindowsNohttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-bd-
3d
cz/browse
/OBJMergerExtractor
/terex_floodplain/config.pySmruti
Constantinos
medici_
oni (one of extractors-3d)
bookJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
3d
books/browse/
OniExtractor
BookPreviewExtractor
Constantinos
Theerasit Issaranon
medici_
ply_obj (one of extractors-3d)
image_pyramidJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
3d
books/browse/
PlyObjExtractorConstantinos
ImagePreviewPyramidExtractor-shebookTheerasit Issaranon
shebookJava 
medici_3d_metadata (one of extractors-3d) Java
   

https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-

3d

books/browse

/ThreeDMetadataExtractorConstantinosmedici_x3d_html (one of extractors-3d) Java 

/SheBookPreviewExtractor/src/BookPreviewExtractor

 

 

https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-

3d

books/browse/

X3DhtmlExtractorConstantinosncsa.arcgis.landsat7mosaicPythonArcGISWindows

SheBookPreviewExtractor/src/bookpreviewextractor

Theerasit Issaranon
lsva-ceddJava    
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
bd-cz
cedd/browse
/ndviextractor
Smruti
Constantinos
ncsa.
arcgis.floodplain
cinemetricsPython 
ArcGIS
 
Windows
 
Smruti Padhy
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors
-bd-cz/browse/terex_floodplain/config.pySmruti
-cinemetrics/browseConstantinos
ncsa.image.metadataPython 
medici_bookJava
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
books
core/browse
/BookPreviewExtractorTheerasit Issaranonmedici_image_pyramid
/image/metadataMax. Rob
ncsa.debod.segmentor  
Java
   https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
DEBOD/repos/extractors-
books
cellsegmentor/browse
/ImagePreviewPyramidExtractor-shebookTheerasit Issaranon
 
ncsa.image.dmp  
shebookJava
   

https://opensource.ncsa.illinois.edu/bitbucket/projects/

CATS

DEBOD/repos/extractors-

books

debod/browse

/SheBookPreviewExtractor/src/BookPreviewExtractor 

https://opensource.ncsa.illinois.edu/bitbucket/projects/

CATS

DEBOD/repos/extractors-

books

dmp/browse

/SheBookPreviewExtractor/src/bookpreviewextractor

 
ncsa.image.sphog.debod  
Theerasit Issaranonlsva-ceddJava
   https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
DEBOD/repos/extractors-
cedd
handwrittendecimals/browse
Constantinos
 

ncsa

.cinemetricsPython

.image.iarp_remove_circle

     https://opensource.ncsa.illinois.edu/bitbucket/projects
/CATS/repos
/IARP/repos/image_fetcher/browse/extractors
-cinemetrics
/
browse
remove_circle
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