org.openimaj.image.annotation.evaluation.datasets

Class MMSys2013

java.lang.Object

org.openimaj.image.annotation.evaluation.datasets.MMSys2013

@Reference(type=Inproceedings,
           author={"Loni, Babak","Menendez, Maria","Georgescu, Mihai","Galli, Luca","Massari, Claudio","Altingovde, Ismail Sengor","Martinenghi, Davide","Melenhorst, Mark","Vliegendhart, Raynor","Larson, Martha"},
           title="Fashion-focused creative commons social dataset",
           year="2013",
           booktitle="Proceedings of the 4th ACM Multimedia Systems Conference",
           pages={"72","","77"},
           url="http://doi.acm.org/10.1145/2483977.2483984",
           publisher="ACM",
           series="MMSys \'13",
           customData={"isbn","978-1-4503-1894-5","location","Oslo, Norway","numpages","6","doi","10.1145/2483977.2483984","acmid","2483984","address","New York, NY, USA","keywords","crowdsourcing, dataset, fashion, multimedia content analysis"})
 @DatasetDescription(name="Fashion-Focused Creative Commons Social Dataset",
                    description="a fashion-focused Creative Commons dataset, which is designed to contain a mix of general images as well as a large component of images that are focused on fashion (i.e., relevant to particular clothing items or fashion accessories)",
                    creator="Babak Loni, Maria Menendez, Mihai Georgescu, Luca Galli, Claudio Massari, Ismail Sengor Altingovde, Davide Martinenghi, Mark Melenhorst, Raynor Vliegendhart, Martha Larson",
                    downloadUrls="http://skuld.cs.umass.edu/traces/mmsys/2013/fashion/Fashion Dataset.zip")
public class MMSys2013
extends Object

A wrapper dataset for the MMSys2013 Fashion-Focussed Creative Commons social dataset (Loni, et.al). TODO: Need to add the citation here. From http://dl.acm.org/citation.cfm?id=2483984

Version:

$Author$, $Revision$, $Date$

Author:

David Dupplaw (dpd@ecs.soton.ac.uk)

Created:

12 Aug 2013

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MMSys2013.QuestionResponse Allowable types of answer for each question.
protected static class	MMSys2013.Record A record in the Fashion 10,000 dataset.
static class	MMSys2013.Response A response to a HIT

Field Summary

Fields

Modifier and Type	Field and Description
protected String	baseLocation
protected String	expertDataFile
protected String	groundTruthFile
protected String	nonExpertDataFile
protected String	queriesFile

Constructor Summary

Constructors

Constructor and Description
MMSys2013()

Method Summary

Modifier and Type	Method and Description
static Map<String,List<ScoredAnnotation<MMSys2013.QuestionResponse>>>	getAnnotationsQ1(GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response> data) For a given GroupedDataset that represents the results from a single category, returns a list of scored annotations for each group, for question 1 (contains depication of category).
static Map<String,List<ScoredAnnotation<MMSys2013.QuestionResponse>>>	getAnnotationsQ2(GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response> data) For a given GroupedDataset that represents the results from a single category, returns a list of scored annotations for each group, for question 2 (is in category).
GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response>	getExpertData() Returns the results from the expert turkers.
GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response>	getGroundTruth() Returns the ground truth set.
GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response>	getNonExpertData() Returns the results from the non-expert turkers.
static void	main(String[] args)
protected int	parseF(String f)
GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response>	parseMetadata(File metadataFile)
protected MMSys2013.QuestionResponse	parseQR(String qr) Given a string returns a question response.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

baseLocation

protected String baseLocation

expertDataFile

protected String expertDataFile

nonExpertDataFile

protected String nonExpertDataFile

groundTruthFile

protected String groundTruthFile

queriesFile

protected String queriesFile

Constructor Detail

MMSys2013

public MMSys2013()

Method Detail

getGroundTruth

public GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response> getGroundTruth()

Returns the ground truth set.

Returns:

The grouped dataset

getNonExpertData

public GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response> getNonExpertData()

Returns the results from the non-expert turkers.

Returns:

The grouped dataset

getExpertData

public GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response> getExpertData()

Returns the results from the expert turkers.

Returns:

The grouped dataset

parseMetadata

public GroupedDataset<String,GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response>,MMSys2013.Response> parseMetadata(File metadataFile)

Parameters:

metadataFile -

Returns:

A grouped dataset

parseQR

protected MMSys2013.QuestionResponse parseQR(String qr)

Given a string returns a question response.

Parameters:

qr - The string

Returns:

A MMSys2013.QuestionResponse

parseF

protected int parseF(String f)

getAnnotationsQ1

public static Map<String,List<ScoredAnnotation<MMSys2013.QuestionResponse>>> getAnnotationsQ1(GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response> data)

For a given GroupedDataset that represents the results from a single category, returns a list of scored annotations for each group, for question 1 (contains depication of category).

Parameters:

data - The data

Returns:

a list of ScoredAnnotation linked to image URL

getAnnotationsQ2

public static Map<String,List<ScoredAnnotation<MMSys2013.QuestionResponse>>> getAnnotationsQ2(GroupedDataset<String,ListDataset<MMSys2013.Response>,MMSys2013.Response> data)

For a given GroupedDataset that represents the results from a single category, returns a list of scored annotations for each group, for question 2 (is in category).

Parameters:

data - The group name to retrieve

Returns:

a list of ScoredAnnotation linked to image URL

main

public static void main(String[] args)

Parameters:

args -