There is a newer version of this record available.

Dataset Restricted Access

Global Wheat Head Dataset - 2020 challenge version

DAVID, Etienne


MARC21 XML Export

<?xml version='1.0' encoding='UTF-8'?>
<record xmlns="http://www.loc.gov/MARC21/slim">
  <leader>00000nmm##2200000uu#4500</leader>
  <datafield tag="999" ind1="C" ind2="5">
    <subfield code="x">David E. et al. Plant Phenomics (2020) : Global Wheat Head Detection (GWHD) Dataset: A Large and Diverse Dataset of High-Resolution RGB-Labelled Images to Develop and Benchmark Wheat Head Detection Methods</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">deep learning</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">wheat head</subfield>
  </datafield>
  <datafield tag="653" ind1=" " ind2=" ">
    <subfield code="a">detection dataset</subfield>
  </datafield>
  <controlfield tag="005">20201130142417.0</controlfield>
  <controlfield tag="001">4252246</controlfield>
  <datafield tag="542" ind1=" " ind2=" ">
    <subfield code="l">restricted</subfield>
  </datafield>
  <datafield tag="260" ind1=" " ind2=" ">
    <subfield code="c">2020-08-20</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="O">
    <subfield code="p">openaire_data</subfield>
    <subfield code="o">oai:zenodo.org:4252246</subfield>
  </datafield>
  <datafield tag="909" ind1="C" ind2="4">
    <subfield code="p">Plant Phenomics</subfield>
  </datafield>
  <datafield tag="100" ind1=" " ind2=" ">
    <subfield code="u">INRAE / Arvalis</subfield>
    <subfield code="0">(orcid)0000-0003-1116-5540</subfield>
    <subfield code="a">DAVID, Etienne</subfield>
  </datafield>
  <datafield tag="245" ind1=" " ind2=" ">
    <subfield code="a">Global Wheat Head Dataset - 2020 challenge version</subfield>
  </datafield>
  <datafield tag="520" ind1=" " ind2=" ">
    <subfield code="a">&lt;p&gt;DEPRECATED: please download https://zenodo.org/record/4271191&lt;/p&gt;

&lt;p&gt;&amp;nbsp;&lt;/p&gt;

&lt;p&gt;This is the only official version of the Global Wheat Head Dataset presented in David et al. (2020) . It&amp;#39;s a corrected version of the dataset published on Kaggle, and the one used for the Codalab challenge.&lt;/p&gt;

&lt;p&gt;Test labels are available on request by filling the form &lt;a href="https://docs.google.com/forms/d/e/1FAIpQLSciaWUwQDNFP199Xb0Iqt2fY67tQI0hAZBJCCfvwd5OuIVQ3A/viewform?usp=sf_link"&gt;here &lt;/a&gt;&amp;nbsp;or contacting &lt;strong&gt;etienne.david@outlook.com&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;If you use the dataset for your paper, please cite:&amp;nbsp;&lt;a href="https://doi.org/10.34133/2020/3521852"&gt;https://doi.org/10.34133/2020/3521852&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;If you want to benchmark your solution and get localization and counting metrics, please submit to the codalab challenge:&amp;nbsp;&lt;/p&gt;</subfield>
  </datafield>
  <datafield tag="773" ind1=" " ind2=" ">
    <subfield code="n">doi</subfield>
    <subfield code="i">isVersionOf</subfield>
    <subfield code="a">10.5281/zenodo.4252245</subfield>
  </datafield>
  <datafield tag="024" ind1=" " ind2=" ">
    <subfield code="a">10.5281/zenodo.4252246</subfield>
    <subfield code="2">doi</subfield>
  </datafield>
  <datafield tag="980" ind1=" " ind2=" ">
    <subfield code="a">dataset</subfield>
  </datafield>
</record>
234
8,939
views
downloads
All versions This version
Views 234133
Downloads 8,939425
Data volume 62.0 TB2.9 TB
Unique views 173110
Unique downloads 74847

Share

Cite as