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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8" />
<title>Global WHEAT Dataset</title>
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<a href="./gwhd.html" class="dropdown-item">GWHD (detection)</a>
<a href="./gwfss.html" class="dropdown-item">GWFSS (segmentation)</a>
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<h1 class="display-4 text-white mb-3 animated slideInDown">
Available Dataset
</h1>
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GWDH (detection)
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<div class="container-xxl">
<div class="container" id="gwhd">
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<p><span class="text-primary me-2">#</span>Past projects (<span class="text-primary">GWHD</span>)</p>
<h1 class="display-5">
Global Wheat Head Detection Dataset
</h1>
</div>
<div class="col-lg-6 wow fadeInUp" data-wow-delay="0.1s">
<p class="mb-4">
Global wheat head detection Dataset is the first large-scale dataset for wheat head detection from field optical images. It included a very large range of cultivars from differents continents. Wheat is a staple crop grown all over the world and consequently interest in wheat phenotyping spans the globe. Therefore, it is important that models developed for wheat phenotyping, such as wheat head detection networks, generalize between different growing environments around the world.
</p>
<h5 class="mb-3 text-capitalize">
<i class="far fa-check-circle text-primary me-3"></i>Free to use for any purpose
</h5>
<h5 class="mb-3 text-capitalize">
<i class="far fa-check-circle text-primary me-3"></i>Large range of cultivars and environmental condition
</h5>
<h5 class="mb-3 text-capitalize">
<i class="far fa-check-circle text-primary me-3"></i>Images taken by different platforms
</h5>
<!-- <a class="btn btn-primary py-3 px-5 " href="https://zenodo.org/record/4298502" target="_blank">Download</a> -->
</div>
<div class="col-lg-6 wow fadeInUp" data-wow-delay="0.5s">
<div class="img-border">
<img class="img-fluid" src="img/descriptionimage.png" alt="" />
</div>
</div>
</div>
<div class="row g-5 mt-5">
<div class="col-lg-6 mt-0 wow fadeInUp" data-wow-delay="0.1s">
<h1 class="display-5">GWHD <span class="text-primary">2020</span></h1>
<p class="mb-4">
Through a joint international collaborative effort, we have built a large, diverse, and well-labelled dataset of wheat images, called the Global Wheat Head Detection (GWHD) dataset. It contains 4700 high-resolution RGB images and 190000 labelled wheat heads collected from several countries around the world at different growth stages with a wide range of genotypes. Guidelines for image acquisition, associating minimum metadata to respect FAIR principles, and consistent head labelling methods are proposed when developing new head detection datasets.This is the official version of the Global Wheat Head Dataset presented in David et al. (2020) . It's a corrected version of the dataset published on Kaggle, and the one used for the Codalab challenge.
</p>
<p>
<span class="badge bg-info rounded-pill">version 4</span>
<span class="badge bg-primary rounded-pill" type=button onClick="javascript:window.open('https://doi.org/10.34133/2020/3521852', '_black');"><a>DOI</a></span>
<span class="badge bg-primary rounded-pill" type=button onclick="javascript:window.open('https://zenodo.org/record/4298502', '_black');">Download</span>
</p>
</div>
<div class="col-lg-6 mt-0 wow fadeInUp" data-wow-delay="0.1s">
<h1 class="display-5">GWHD <span class="text-primary">2021</span></h1>
<p class="mb-4">From this first experience, a few avenues for improvements have been identified regarding data size, head diversity, and label reliability. To address these issues, the 2020 dataset has been reexamined, relabeled, and complemented by adding 1722 images from 5 additional countries, allowing for 81,553 additional wheat heads. This is the official version of the Global Wheat Head Dataset presented in David et al. (2021).Labels are included in csv. The dataset is composed of more than 6000 images of 1024x1024 pixels containing 300k+ unique wheat heads, with the corresponding bounding boxes.</p>
<p>
<span class="badge bg-info rounded-pill">version 1.0</span>
<span class="badge bg-primary rounded-pill" type=button onClick="javascript:window.open('https://doi.org/10.34133/2021/9846158', '_black');"><a>DOI</a></span>
<span class="badge bg-primary rounded-pill" type=button onclick="javascript:window.open('https://zenodo.org/record/5092309', '_black');">Download</span>
</p>
</div>
</div>
</div>
</div>
<!-- About End -->
<!-- Service Start -->
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<div class="container">
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<div class="col-lg-6">
<p><span class="text-primary me-2">#</span>Our Sponsors</p>
<h1 class="display-5 mb-0">
Sponsors for GWHD project.
</h1>
</div>
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<p class="text-white mb-0">Also want supporting us to become a sponsor?</p>
<h2 class="text-white mb-0">Contact us</h2>
</div>
</div>
</div> -->
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<h5 class="mb-3 text-danger">Platinum sponsor</h5>
<span>Global Institude For Food Security</span>
</div>
<div class="col-lg-3 col-md-4 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<img class="mb-3 mw-100" src="img/icon/Kubota.png" height="65px;" alt="Icon" onclick="javascript:window.open('https://www.kubota.co.jp/', '_black');" onmouseover="" style="cursor: pointer;"/>
<h5 class="mb-3 text-warning">Gold sponsor</h5>
<span>Kubota</span>
</div>
<div class="col-lg-3 col-md-4 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<img class="mb-3 mw-100" src="img/icon/DigitAg.png" height="65px;" alt="Icon" onclick="javascript:window.open('https://www.hdigitag.fr/fr/', '_black');" onmouseover="" style="cursor: pointer;"/>
<h5 class="mb-3 text-warning">Gold sponsor</h5>
<span>Digit Agriculture</span>
</div>
<div class="col-lg-3 col-md-4 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<img class="mb-3 mw-100" src="img/icon/Hiphen.png" height="65px;" alt="Icon" onclick="javascript:window.open('https://www.hiphen-plant.com/', '_black');" onmouseover="" style="cursor: pointer;"/>
<h5 class="mb-3 text-warning">Gold sponsor</h5>
<span>Hiphen</span>
</div>
<div class="col-lg-3 col-md-4 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<img class="mb-3 mw-100" src="img/icon/plantphenomics.svg" height="65px;" alt="Icon" onclick="javascript:window.open('https://spj.science.org/journal/plantphenomics', '_black');" onmouseover="" style="cursor: pointer;"/>
<h5 class="mb-3 text-secondary">Silver sponsor</h5>
<span>Plant Phenomics</span>
</div>
<div class="col-lg-3 col-md-4 col-sm-6 wow fadeInUp" data-wow-delay="0.1s">
<img class="mb-3 mw-100" src="img/icon/quantomics.png" height="65px;" alt="Icon" onclick="javascript:window.open('https://quantomics.co.jp/', '_black');" onmouseover="" style="cursor: pointer;"/>
<h5 class="mb-3 text-secondary">Silver sponsor</h5>
<span>Quantomics</span>
</div>
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<h1 class="display-5 mt-5">
They also support us
</h1>
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<h1 class="display-6 text-white mb-5">Organisers</h1>
<ul class="list-group list-group-flush">
<li class="list-group-item">
<span>Wei Guo</span>
<span>University of Tokyo</span>
<span>University of Tokyo</span>
</li>
<li class="list-group-item">
<span>Etienne David</span>
<span>Arvalis / INRAE</span>
</li>
<li class="list-group-item">
<span>Ian Stavness</span>
<span>University of Saskatchewan</span>
</li>
<li class="list-group-item">
<span>Simon Madec</span>
<span>Arvalis / INRAE</span>
</li>
<li class="list-group-item">
<span>Helge Aasen</span>
<span>ETH Zürich</span>
</li>
<li class="list-group-item">
<span>Andreas Hund</span>
<span> ETH Zürich</span>
</li>
<li class="list-group-item">
<span>Pouria Sadeghi-Tehran</span>
<span>Rothamsted Research</span>
</li>
<li class="list-group-item">
<span>Scott Chapmann</span>
<span>University of Queensland</span>
</li>
<li class="list-group-item">
<span>Shouyang Liu</span>
<span>INRAE / Nanjing Agricultural University</span>
</li>
</ul>
</div> -->
<div class="text-light wow fadeIn" data-wow-delay="0.5s">
<h1 class="display-6 text-white mb-5">Organisers and Collaborators</h1>
<table class="table">
<thead>
<tr>
<td width="69">firstName</td>
<td width="128">lastName</td>
<td width="121">OrganzationName</td>
<td width="214">roleInGW</td>
</tr>
<tr>
<td>Benoît</td>
<td>De Solan</td>
<td>Arvalis</td>
<td>contributor</td>
</tr>
<tr>
<td>Lucas</td>
<td>Bernigaud Samatan</td>
<td>Arvalis</td>
<td>Lead labelling</td>
</tr>
<tr>
<td>Francisco</td>
<td>Pinto Espinosa</td>
<td>CIMMYT</td>
<td>contributor</td>
</tr>
<tr>
<td>Sebastien</td>
<td>Dandrifosse</td>
<td>CRA wallonie</td>
<td>contributor</td>
</tr>
<tr>
<td>Andreas</td>
<td>Hund</td>
<td>ETHZ</td>
<td>Project lead</td>
</tr>
<tr>
<td>Jonas</td>
<td>Anderegg</td>
<td>ETHZ</td>
<td>contributor</td>
</tr>
<tr>
<td>Norbert</td>
<td>Kirchgessner</td>
<td>ETHZ</td>
<td>contributor</td>
</tr>
<tr>
<td>Radek</td>
<td>Zenkl</td>
<td>ETHZ</td>
<td>CVAT administrator, lead tagging</td>
</tr>
<tr>
<td>Alexis</td>
<td>Comar</td>
<td>HIPHEN</td>
<td>contributor</td>
</tr>
<tr>
<td>Marc</td>
<td>Labadie</td>
<td>HIPHEN</td>
<td>contributor</td>
</tr>
<tr>
<td>Andrea</td>
<td>Visioni</td>
<td>ICARDA</td>
<td>contributor</td>
</tr>
<tr>
<td>Raul</td>
<td>Lopez-Lozano</td>
<td>INRAe</td>
<td>contributor</td>
</tr>
<tr>
<td>Etienne</td>
<td>David</td>
<td>INRAE</td>
<td>alumni</td>
</tr>
<tr>
<td>Frederic</td>
<td>Baret</td>
<td>INRAE</td>
<td>emeritus</td>
</tr>
<tr>
<td>Marie</td>
<td>Weiss</td>
<td>INRAE</td>
<td>contributor</td>
</tr>
<tr>
<td>Simon</td>
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