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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

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 

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?)
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 Windows
Windows
No 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

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

ncsa.cellprofiler.trackobject

Python Windows 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
censusLiana, Inna
ncsa.
cellprofiler
cv.
tumor
river
Python Windows
 PythonOpenCV (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
   
Python

GDAL, Cython, numpy,
pygeoprocessing

Linux
Gregory Jansen
 
 
Ruihttps://opensource.ncsa.
bisque.histogram (notes: disabled)
illinois.edu/bitbucket/projects/CATS/repos/extractors-geotiff/browseRui, Mostafa Elag

ncsa.image.ponddetect

PythonMatlab
Python Linux   ncsa.bisque.metadata (notes: disabled)Python census-section-segmentorJava Linux 
Linux 
  
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
maps/browse/
census
feature_detection
Liana
Marcus,
Inna
Ankit
ncsa.
cv.river PythonOpenCV (python), convert (from imagemagick), and GdalLinux
image.humanprefPythonMatlabLinux 
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/browse
/CATS/repos/extractors-maps/browse/greenrouteMarcus

ncsa.image.knn_numerals

PythonOpenCVLinux  Marcus

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinux 
Jong Leencsa.geo.tiffExtractorPythongdalLinuxJong Lee
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geo
core/browse
/audio/speech2textMarcus
Jong Lee
ncsa.
image
audio.
ponddetect
previewPython 
Matlab
 
Linux
 
Marcus
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
core/browse/audio/
feature_detection
preview 
Marcus, Ankit
ncsa.
image
nlp.
humanpref
simplelanguagePythonnumpy
Matlab
 
Linux
 
Marcus
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
humanprefMarcus, Ankit

ncsa.xml.greenindexroute, ncsa.csv.greenindexroute

PythonOpenCVLinux
SimpleLanguageLiana
ncsa.nlp.simplesummaryPython

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

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

  
Marcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
greenroute
SimpleSummary
Marcus
Liana
ncsa.
image
nlp.
knn_numeralsPythonOpenCVLinuxMarcus Marcus

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinux
SNLPSentimentJava Stanford CoreNLP tool, java, maven  
Marcus
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
nlp/browse/
audio
SNLP/
speech2text
SNLPSentimentExtractorLiana, Marcus(?)
ncsa.
audio
nlp.
preview
wordtablesPython requestspika, win32com   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
nlp/browse/
audio/preview
WordTablesExtractor
 ncsa.nlp.simplelanguage
Liana
siegfriedPython 
numpy
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp/browse/SimpleLanguageLianancsa.nlp.simplesummaryPython

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

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

 
siegfried/browseGregory Jansen
ncsa.versus.imageJavaVersusLinux 
Gregory Jansen
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp/browse/SimpleSummaryLianancsa.nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven
versus/browseKenton, Smruti
ncsa.image.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
image/
SNLPSentimentExtractor
preview
Liana, Marcus(?)ncsa.nlp.wordtablesPython requestspikawin32com
Rob, Sandeep
ncsa.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/
WordTablesExtractor
pdf/preview
Liana
Rob
ncsa.video.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python 
siegfriedPython
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
siegfried
core/browse
/video/previewRob
NOT DEPLOYED
Gregory Jansen
ncsa.
versus
image.
image
digitpyPython
Java
opencv
Versus
 
Linux
 
Smruti Padhy
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
versus
cv/browse
/handwritten/SimpleDigitPython 
Kenton, Smruti
ncsa.
image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)
cv.pdfimages pdfimages, from poppler-utils
Python
   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.)Python 
/poppler 
ncsa.cv.caltech101PythonMatlab and VLFeat 64-bit Mac OS 
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
cv/browse/
pdf/previewRobncsa.video.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-
core/browse/video/previewRob
dbpedia/browse
digestPython
                     NOT DEPLOYED
    
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-digest/browse 
ncsa.
image.digitpy
hpcPython 
opencv
   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
hpc/browse
/handwritten/SimpleDigitPython ncsa.cv.pdfimages pdfimages, from poppler-utils
LSVAJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
lsva/browse
/poppler
 ncsa.cv.caltech101PythonMatlab and VLFeat 64-bit Mac OS  
Liana, Constantinos
LSVA integrated    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-lsva-
cv
integrated/browse
/vlfeat
 
ncsa.movieslice
dbpedia
Python  
Natural Language Toolkit (NLTK) and rdflib.
 
Luigi Marini
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
dbpedia
movieslice/browse
Luigi Marini
Sandeep
digest
mri2meshPythonpymedici, subprocess, logging, os, numpy, shutil, zipfile   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
digest
mri/browse/mri2mesh
 
Marcus
msc-ChemCBCExtractor
ncsa.image.geotiff
Python
GDAL
requests,
Cython
 pika,
numpy
 openpyxl,

pygeoprocessing
 xlrd, pymongo
pika,
Linux
requests
 
LinuxRui
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors
-geotiff/browseRui, Mostafa Elag
-msc/browse/ChemCBCExtractorYan
msc-IsletExtractorPythonrequests, pika, openpyxl, xlrd, pymongoLinux
ncsa.hpcPython
 
 
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/browseYanmedici_PTM_thumbnails
ptm/browse/ImagesPTMExtractorConstantinos

extractors-rabbitmq

(look like examples)

  
Java
   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/

X3DhtmlExtractorConstantinos

SheBookPreviewExtractor/src/bookpreviewextractor

Theerasit Issaranon
lsva-ceddJava    
ncsa.arcgis.landsat7mosaicPythonArcGISWindowsSmruti 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.py
-cinemetrics/browseConstantinos
ncsa.image.metadataPython 
Smrutimedici_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
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Constantinos
Marcus
ncsa.
image
cv.
metadata
meangrey 
Python
    https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
IARP/repos/
extractors-core
image_fetcher/browse/
image
extractors/
metadataMax. Rob             
mean_greyMarcus