Versions Compared

Key

  • This line was added.
  • This line was removed.
  • Formatting was changed.

...

  • 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
  • add entry to Tools catlaog, with icon, sample input/output
  • (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

SoftwareOSCan be Dockerized?Can be upload to Docker Hub ?Assigned ToLink to repoWho wrote or worked on the codeDEPLOYED        ncsa.image.ocrPythonTesseractLinux  Ruiocr 

ncsa.cv.faces

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

ncsa.

cv

cellprofiler.

eyes

human

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

ncsa.

cv

cellprofiler.

closeups

silvercomet

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

ncsa.

cv

cellprofiler.

profiles

speckle

Python
OpenCV
 
Linux
Windows
 
No 
Rui
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 
Windows
Matlab, mnist-sphog Linux
No
 
 
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
 
No

ncsa.cellprofiler.trackobject

Python WindowsNo  
   
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/cellprofilerLiana
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
No
 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-cv/browse/
cellprofiler
riverLiana
ncsa.
cellprofiler
geo.
yeast
shpExtractorPython
 No
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/browse/handwritten/HandwrittenNumbers 
  • ncsa.image.caltech101
     Gregory Jansen  ncsa.bisque.histogram (notes: disabled)Python Linux     ncsa.bisque.metadata (notes: disabled)Python
geo/browseJong Lee
ncsa.image.geotiffPython

GDAL, Cython, numpy,
pygeoprocessing

 

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

ncsa.image.ponddetect

PythonMatlab
census-section-segmentorJava Sandeep Puthanveetil Satheesan
Linux 
 
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/
riverLiana
humanprefMarcus, Ankit

ncsa.xml.greenindexroute, ncsa.csv.greenindexroute

ncsa.geo.shpExtractor

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

ncsa.

geo

image.

tiffExtractor

knn_numerals

Python
gdal
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.
geotiffLinux
previewPython

GDAL, Cython, numpy,
pygeoprocessing

   
Rui
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
geotiff
core/browse
Rui, Mostafa Elag
/audio/preview 
ncsa.
image
nlp.
ponddetect
simplelanguagePython
Matlab
numpy
Linux
  
Marcus Slavenas
Innahttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
feature_detection
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, Ankitncsa.image.humanprefPythonMatlabLinux

  
Marcus Slavenas
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
PythonOpenCVLinux
  https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
maps
nlp/browse/
greenroute
SNLP/SNLPSentimentExtractorLiana, Marcus(?)
ncsa.
image
nlp.
knn_numerals
wordtablesPython
OpenCVLinux  Marcus Slavenas Marcus

ncsa.audio.speech2text

JavaCMU Sphinx, ffmpeg, soxLinux  
 requestspikawin32com   
Marcus Slavenas
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
nlp/browse/
audio/speech2text
WordTablesExtractor
Marcus
Liana
siegfried
ncsa.audio.preview
Python    
Inna
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
siegfried/browse
/audio/preview
Gregory Jansen
 
ncsa.
nlp
versus.
simplelanguage
image
Python
Java
numpy
Versus
 Inna
Linux 
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
versus/browse
/SimpleLanguage
Lianancsa.nlp.simplesummaryPython

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

Kenton, Smruti
ncsa.image.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.)Python
 nltk.corpus,nltk.stem.porter and nltk.tokenize.punkt.
   
Gregory Jansen
 https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
core/browse/
SimpleSummaryLianancsa.nlp.SNLPSentimentJava Stanford CoreNLP tool, java, maven
image/previewRob, 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/
SNLP
pdf/
SNLPSentimentExtractorLiana, Marcus(?)
previewRob
ncsa
.nlp.wordtablesPython requestspikawin32com
.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-
nlp
core/browse/
WordTablesExtractorLiana
video/previewRob
NOT DEPLOYED
ncsa.image.digitpy
siegfried 
Python
 
opencv   https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
siegfried
cv/browse
/handwritten/SimpleDigitPython 
Gregory Jansen
ncsa.
versus
cv.
image
pdfimages
JavaVersus
 pdfimages, from poppler-utils 
Linux
  
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
versus
cv/browse
Kenton, Smrutincsa.image.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/browse/image/previewRob, Sandeepncsa.pdf.preview (note: check if really deployed. there is an extractor in Hosted VMs list with a similar name.) 
cv/browse/vlfeat 
dbpediaPython Natural Language Toolkit (NLTK) and rdflib.  
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
core
dbpedia/browse
/pdf/previewRob
digestPython
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/browse/video/previewRob
digest/browse 
ncsa.hpcPython
                           NOT DEPLOYED   
    
 
https://opensource.ncsa.
image.digitpyPython
illinois.edu/bitbucket/projects/CATS/repos/extractors-hpc/browse
LSVAJava
opencv
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
lsva/browse
/handwritten/SimpleDigitPython ncsa.cv.pdfimages pdfimages, from poppler-utils
Liana, Constantinos
LSVA integrated    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
cv
lsva-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
Python
 
requests, 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/MonitorExtractor
 LSVA integrated 
Yan
ncsa.msc.dailymonitorPythonrequests, pika, openpyxl, xlrd, pymongo
 
  
 
not used
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
lsva-integrated
msc/browse/OldMonitorExtractor
 
Ashwini
msc-PhenotypeExtractorPython

requests, pika, openpyxl, xlrd, pymongo

Linux
ncsa.movieslicePython 
 
 
 
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/SNLP/
mri2mesh
SNLPExtractor
Marcus
Liana
ncsa.nlp.tika
msc-ChemCBCExtractor
Python
requests, pika, openpyxl, xlrd, pymongoLinux
 Tika project page, pymedici  
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
nlp/browse/
ChemCBCExtractor
tika
Yan
Liana
msc
person-
IsletExtractor
detectorPython MATLAB, FFMPEG, requests
, pika, openpyxl, xlrd, pymongo
and pika 
Linux
  
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
person-detector/browse/
IsletExtractor
python
Yan
Sandeep
msc
ncsa.person-
MonitorExtractor
trackerPythonpython, MATLAB, FFMPEG requests
, pika, openpyxl, xlrd, pymongo
and pika 
Linux
  
Yan
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
msc
person-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
/OldMonitorExtractor
Ashwinimsc-PhenotypeExtractorPython

requests, pika, openpyxl, xlrd, pymongo

Yan
medici_PTM_thumbnailsJava  
Linux
  
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/SNLPExtractor
PTMMetadataExtractor
Lianancsa.nlp.tikaPython Tika project page, pymedici
Constantinos

Name not clear

PtmMetadata(?)

Java    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
nlp
ptm/browse/
tika
PTMMetadata
Lianaperson-detectorPython MATLAB, FFMPEG, requests and pika
Constantinos
medici_ptm_mapsJava    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
person-detector
ptm/browse/
python
PTMMapsExtractor
Sandeepncsa.person-trackerPythonpython, MATLAB, FFMPEG requests and pika
Constantinos
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
ptm/browse/ImagesPTMExtractor
Yan
Constantinos

extractors-rabbitmq

(look like examples)

medici_PTM_thumbnailsJava

     https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
ptm
rabbitmq/browse
/PTMThumbnailExtractor
Constantinos
 
Name not clear extractors-seabird/Scala
medici_PTM_metadataJava
    
 
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/X3DhtmlExtractor
Luigimedici_3d_x3d (one of extractors-3d)Java    
Constantinos
ncsa.arcgis.landsat7mosaicPythonArcGISWindowsNo
 
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/
extractors
extractors-bd-
3d
cz/browse/
ObjJSONExtractor
ndviextractor
Constantinosmedici_3d_obj_merger (one of extractors-3d)Java     
Smruti
ncsa.arcgis.floodplainPythonArcGISWindowsNohttps://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
3d
bd-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/
PlyObjExtractorConstantinosmedici_3d_metadata (one of extractors-3d) Java
ImagePreviewPyramidExtractor-shebookTheerasit Issaranon
shebookJava
 
    

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

3d/browse/ThreeDMetadataExtractorConstantinosmedici_x3d_html (one of extractors-3d) Java     

books/browse/SheBookPreviewExtractor/src/BookPreviewExtractor

 

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

3d

books/browse/SheBookPreviewExtractor/src/

X3DhtmlExtractor

bookpreviewextractor

Constantinos
Theerasit Issaranon
lsva-ceddJava    
ncsa.arcgis.landsat7mosaicPythonArcGISWindowsNo 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
 
No
  
Smruti Padhy
https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
bd-cz
cinemetrics/browse
/terex_floodplain/config.py
Constantinos
ncsa.image.metadataPython
Smrutimedici_bookJava 
    https://opensource.ncsa.illinois.edu/bitbucket/projects/CATS/repos/extractors-
books
core/browse/image/
BookPreviewExtractorTheerasit Issaranonmedici_image_pyramid
metadataMax. Rob
ncsa.debod.segmentor
Java
     https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
DEBOD/repos/extractors-
books
cellsegmentor/browse
/ImagePreviewPyramidExtractor-shebookTheerasit IssaranonshebookJava
 
ncsa.image.dmp     

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/bookpreviewextractorTheerasit Issaranonlsva-ceddJava

 
ncsa.image.sphog.debod
     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
IARP/repos/image_fetcher/browse/extractors
-cinemetrics
/
browse
remove_circle
Constantinos
Marcus
ncsa.
image
cv.
metadataPython
meangrey     https://opensource.ncsa.illinois.edu/bitbucket/projects/
CATS
IARP/repos/
extractors-core
image_fetcher/browse/
image
extractors/
metadataMax. Rob                 
mean_greyMarcus