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Domain ToolTypeDescriptionSoftwareRepositoriesContact










Historical River Extractor ( OpenCV (python), convert (from imagemagick), and Gdal
ncsa.geo.shpExtractor Extractor gdal Lee
ncsa.geo.tiffExtractorExtractor gdal Lee

GDAL, Cython, numpy,
pygeoprocessing, Mostafa Elag
ncsa.arcgis.landsat7mosaic  ArcGIS
ncsa.arcgis.floodplain  ArcGIS





Civil & Environmental Engineering

Stanford CoreNLP Sentiment (ncsa.nlp.SNLPSentiment)   Stanford CoreNLP tool, java, maven, Marcus(?)

Body of Water Detector (ncsa.image.ponddetect)

  Matlab, Ankit
Human Preference Score (ncsa.image.humanpref)  Matlab, Ankit

ncsa.xml.greenindexroute, ncsa.csv.greenindexroute

 census-section-segmentor Extractor, Inna


  OpenCV Marcus
 ncsa.nlp.wordtables   requestspikawin32com
 LSVA, Constantinos
 LSVA integrated
 mri2mesh  pymedici, subprocess, logging, os, numpy, shutil, zipfile
 msc-ChemCBCExtractor  requests, pika, openpyxl, xlrd, pymongo
 msc-IsletExtractor  requests, pika, openpyxl, xlrd, pymongo
 msc-MonitorExtractor  requests, pika, openpyxl, xlrd, pymongo
 ncsa.msc.dailymonitor  requests, pika, openpyxl, xlrd, pymongo

requests, pika, openpyxl, xlrd, pymongo
 person-detector   MATLAB, FFMPEG, requests and pika
 ncsa.person-tracker  python, MATLAB, FFMPEG requests and pika



TypeDescription                                                                         RepositoriesContact

CMU Sphinx (

ExtractorAudio recognition to extract text for speech within audio.
DBPedia (ncsa.dbpedia)ExtractorFind and define named entities within the given text.
Tesseract (ncsa.image.ocr)ExtractorObject Character Recognition (OCR) to extract text from images containing text. McHenry

OpenCV Faces (

ExtractorFind faces in an image and return their locations. McHenry

OpenCV Eyes (

ExtractorFind eyes in an image and return their locations. McHenry

OpenCV Closeups (

ExtractorDetermine whether an image is a closeup of a person or not. McHenry

OpenCV Profiles (

ExtractorFind human face profiles in an image and return their locations. McHenry

VLFeat (ncsa.image.caltech101)

ExtractorClassify images as to whether they contain objects from the Caltech101 dataset (e.g. people, airplanes, motorcycles, cougars, ...). McHenry
Langid (ncsa.nlp.simplelanguage)ExtractorIdentify the language of the given text. 
NLTK Summary (ncsa.nlp.simplesummary)ExtractorSummarize a body of text. 
Siegfried (sigfried)ExtractorExtract information about a given file relevant to identifying its type and validating its format.
Stanford CoreNLP (ncsa.nlp.SNLP)ExtractorNatural Language Process extractions such as parts of speech, named entities, langauge, etc. 
Tika (ncsa.nlp.tika)ExtractorDocument extractions such as language identification, ...
Versus Color Distribution (ncsa.versus.image)ExtractorGenerate a distribution of color values within an image to be used for comparing how similar two images are.
ImageMagick (ncsa.image.metadata)ExtractorPull available EXIF image metadata from a given image.

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