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Odeuropa Dataset of Smell-Related Objects

Zinnen, Mathias; Madhu, Prathmesh; Kosti, Ronak; Bell, Peter; Maier, Andreas; Christlein, Vincent


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  <identifier identifierType="DOI">10.5281/zenodo.6367776</identifier>
  <creators>
    <creator>
      <creatorName>Zinnen, Mathias</creatorName>
      <givenName>Mathias</givenName>
      <familyName>Zinnen</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-4366-5216</nameIdentifier>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </creator>
    <creator>
      <creatorName>Madhu, Prathmesh</creatorName>
      <givenName>Prathmesh</givenName>
      <familyName>Madhu</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2707-415X</nameIdentifier>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </creator>
    <creator>
      <creatorName>Kosti, Ronak</creatorName>
      <givenName>Ronak</givenName>
      <familyName>Kosti</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2453-7876</nameIdentifier>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </creator>
    <creator>
      <creatorName>Bell, Peter</creatorName>
      <givenName>Peter</givenName>
      <familyName>Bell</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-4415-7408</nameIdentifier>
      <affiliation>Philipps-Universität Marburg</affiliation>
    </creator>
    <creator>
      <creatorName>Maier, Andreas</creatorName>
      <givenName>Andreas</givenName>
      <familyName>Maier</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-2453-7876</nameIdentifier>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </creator>
    <creator>
      <creatorName>Christlein, Vincent</creatorName>
      <givenName>Vincent</givenName>
      <familyName>Christlein</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-0455-3799</nameIdentifier>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </creator>
  </creators>
  <titles>
    <title>Odeuropa Dataset of Smell-Related Objects</title>
  </titles>
  <publisher>Zenodo</publisher>
  <publicationYear>2022</publicationYear>
  <subjects>
    <subject>Object Detection</subject>
    <subject>Smell</subject>
    <subject>Olfaction</subject>
    <subject>Artworks</subject>
    <subject>Odor</subject>
  </subjects>
  <contributors>
    <contributor contributorType="DataCollector">
      <contributorName>Tran, Hang</contributorName>
      <givenName>Hang</givenName>
      <familyName>Tran</familyName>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </contributor>
    <contributor contributorType="DataCollector">
      <contributorName>Hussian, Azhar</contributorName>
      <givenName>Azhar</givenName>
      <familyName>Hussian</familyName>
      <affiliation>Friedrich-Alexander-Universität Erlangen-Nürnberg</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>Marx, Lizzie</contributorName>
      <givenName>Lizzie</givenName>
      <familyName>Marx</familyName>
      <affiliation>University of Cambridge</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>Ehrich, Sofia</contributorName>
      <givenName>Sofia</givenName>
      <familyName>Ehrich</familyName>
      <affiliation>KNAW Humanities Cluster Amsterdam</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>Tullett, William</contributorName>
      <givenName>William</givenName>
      <familyName>Tullett</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0002-8975-8031</nameIdentifier>
      <affiliation>Anglia Ruskin University Cambridge</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>Bosse, Arno</contributorName>
      <givenName>Arno</givenName>
      <familyName>Bosse</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0003-3681-1289</nameIdentifier>
      <affiliation>KNAW Humanities Cluster Amsterdam</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>van Erp, Marieke</contributorName>
      <givenName>Marieke</givenName>
      <familyName>van Erp</familyName>
      <nameIdentifier nameIdentifierScheme="ORCID" schemeURI="http://orcid.org/">0000-0001-9195-8203</nameIdentifier>
      <affiliation>KNAW Humanities Cluster Amsterdam</affiliation>
    </contributor>
    <contributor contributorType="ProjectLeader">
      <contributorName>Leemans, Inger</contributorName>
      <givenName>Inger</givenName>
      <familyName>Leemans</familyName>
      <affiliation>KNAW Humanities Cluster Amsterdam</affiliation>
    </contributor>
    <contributor contributorType="ProjectMember">
      <contributorName>Odeuropa Team</contributorName>
    </contributor>
  </contributors>
  <dates>
    <date dateType="Issued">2022-03-31</date>
  </dates>
  <language>en</language>
  <resourceType resourceTypeGeneral="Dataset"/>
  <alternateIdentifiers>
    <alternateIdentifier alternateIdentifierType="url">https://zenodo.org/record/6367776</alternateIdentifier>
  </alternateIdentifiers>
  <relatedIdentifiers>
    <relatedIdentifier relatedIdentifierType="DOI" relationType="IsVersionOf">10.5281/zenodo.6362951</relatedIdentifier>
  </relatedIdentifiers>
  <version>1.0.3</version>
  <rightsList>
    <rights rightsURI="https://creativecommons.org/licenses/by/4.0/legalcode">Creative Commons Attribution 4.0 International</rights>
    <rights rightsURI="info:eu-repo/semantics/openAccess">Open Access</rights>
  </rightsList>
  <descriptions>
    <description descriptionType="Abstract">&lt;p&gt;&lt;strong&gt;Odeuropa Dataset of Olfactory Objects&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;This dataset is released as part of the &lt;a href="http://odeuropa.eu"&gt;Odeuropa project&lt;/a&gt;. The annotations are identical to the training set of the &lt;a href="http://odor-challenge.odeuropa.eu"&gt;ICPR2022-ODOR Challenge&lt;/a&gt;.&lt;br&gt;
It contains bounding box annotations for smell-active objects in historical artworks gathered from various digital connections.&lt;br&gt;
The smell-active objects annotated in the dataset either carry smells themselves or hint at the presence of smells.&lt;br&gt;
The dataset provides 15484 bounding boxes on 2116 artworks in 87 object categories.&lt;br&gt;
An additional csv file contains further image-level metadata such as artist, collection, or year of creation.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;How to use&lt;/strong&gt;&lt;/p&gt;

&lt;ul&gt;
	&lt;li&gt;Due to licensing issues, we cannot provide the images directly, but instead provide a collection of links and a download script.&lt;/li&gt;
	&lt;li&gt;To get the images, just run the `download_imgs.py` script which loads the images using the links from the `metadata.csv` file. The downloaded images can then be found in the `images` subfolder. The overall size of the downloaded images is c. 200MB.&lt;/li&gt;
	&lt;li&gt;The bounding box annotations can be found in the `annotations.json`. The annotations follow the COCO JSON format, the definition is available &lt;a href="https://cocodataset.org/#format-data"&gt;here&lt;/a&gt;.&lt;/li&gt;
	&lt;li&gt;The mapping between the `images` array of the `annotations.json` and the `metadata.csv` file can be accomplished via the `file_name` attribute of the elements of the `images` array and the unique `File Name` column of the `metadata.csv` file, respectively.&lt;/li&gt;
	&lt;li&gt;Additional image-level metadata is available in the `metadata.csv` file.&lt;/li&gt;
&lt;/ul&gt;</description>
  </descriptions>
  <fundingReferences>
    <fundingReference>
      <funderName>European Commission</funderName>
      <funderIdentifier funderIdentifierType="Crossref Funder ID">10.13039/100010661</funderIdentifier>
      <awardNumber awardURI="info:eu-repo/grantAgreement/EC/Horizon 2020 Framework Programme - Research and Innovation action/101004469/">101004469</awardNumber>
      <awardTitle>ODEUROPA: Negotiating Olfactory and Sensory Experiences in Cultural Heritage Practice and Research</awardTitle>
    </fundingReference>
  </fundingReferences>
</resource>
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