Discover USCDataScience/hadoop-pot Open Source project

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Java
License
Apache License 2.0
Created over 8 years ago
Updated over 7 years ago

USCDataScience

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

sparkler

Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.

Java

404

supervising-ui

Web UI for labelling dataset for supervised learning.

Python

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

Python

SentimentAnalysisParser

Combines Apache OpenNLP and Apache Tika and provides facilities for automatically deriving sentiment from text.

dl4j-kerasimport-examples

This repository contains deeplearning4j examples for importing and making use of models trained in keras

Java

NLTKRest

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

Java

tika-dockers

A suite of Machine Learning / Deep Learning Dockerfiles to allow Apache Tika to extract objects and to produce textual captions for images and video

polar.usc.edu

Polar USC activities related to NSF Polar CyberInfrastructure program at the University of Southern California

HTML

AgePredictor

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

Java

polar-deep-insights

Conceptual - Temporal - Spatial analysis of the trec polar dataset

JavaScript

uscdatascience.github.io

USC Information Retrieval and Data Science Group

HTML

parser-indexer-py

Python tools for parsing documents and building the inverted index with enriched metadata. Java version with slightly different features - https://github.com/USCDataScience/parser-indexer

Jupyter Notebook

video-recognition

Python

TextREST.jl

Language Detection REST Server using MIT Lincoln Lab’s Text.jl library

Julia

cmu-fg-bg-similarity

CMU Foreground/Background Similarity Server from DARPA MEMEX

C++

img2text

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

Python

counterfeit-electronics-tesseract

Training Tesseract to better extract serial numbers from images of electronic items

Java

svm-classifier-memex

Java

ufo.usc.edu

Collection of projects from IRDS students studying unidentified flying objects

HTML

pdi-topics

LDA Topic Modeling for Polar Data Insights

HTML

deepsentirank

Deep Learning based Sentiment Ranking for Multimedia

Python

file-content-analyzer

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

PersonaExtraction

imagecat2

nutch-analytics

Nutch Crawl Analysis - Spark based project

Scala

memex-cca-esindex

Python

TrojanFootball

Analyses athletes past performance and workload for a better training

Java

counterfeit-crawling

Focused Crawling and Evaluation of Counterfeit Electronics Sites

Python

tika-dl-models

A place to release saved machine learning models for tika-dl

sparkler-jsdriver

Java

file-content-visualizer

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

CSS

sparkler-ui

JavaScript

PlanetaryIR

Information Retrieval for Planetary Science using DeepDive

Shell

USCDataScience/hadoop-pot

USCDataScience

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