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USC Information Retrieval & Data Science's Projects

agepredictor icon agepredictor

Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum

autoextractor icon autoextractor

A toolkit for clustering web pages based on various similarity measures.

file-content-analyzer icon file-content-analyzer

A set of python modules to perform Byte Frequency Analysis, Byte Frequency Correlation, Cross Correlation and FHT analysis on files

file-content-visualizer icon file-content-visualizer

Visualizations for Byte frequency analysis, Byte frequency correlation, Byte frequency cross-correlation and FHT.

geoparser icon geoparser

Extract and Visualize location from any file

hadoop-pot icon hadoop-pot

A scalable Apache Hadoop-based implementation of the Pooled Time Series video similarity algorithm based on M. Ryoo et al paper CVPR 2015.

image-similarity-deep-ranking icon image-similarity-deep-ranking

Deep Ranking based ImageSimilarity will be developed as plugin on ImageSpace. https://users.eecs.northwestern.edu/~jwa368/pdfs/deep_ranking.pdf

img2text icon img2text

Models, and associated helper code for GSOC 2017 project Tensorflow Image to Text in Apache Tika

liresolr icon liresolr

Putting LIRE into Solr - an ongoing project

marve icon marve

For extracting measurements and related entities from text

nlp-datasets icon nlp-datasets

Alphabetical list of free/public domain datasets with text data for use in Natural Language Processing (NLP)

nltkrest icon nltkrest

This is a REST Server endpoint built using Flask and Python.

nn-filetypedetection icon nn-filetypedetection

This repository contains files of generating tika neural network model using Theano. Ir provides a way for you to build Deep Neural Network and increase Tika's detection capability.

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