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<title>MegaPixels</title>
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<meta name="author" content="Adam Harvey" />
<meta name="description" content="Duke MTMC is a dataset of surveillance camera footage of students on Duke University campus" />
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<div class='site_name'>MegaPixels</div>
<div class='splash'>Duke MTMC Dataset</div>
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<a href="/datasets/">Datasets</a>
<a href="/about/">About</a>
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<div class="content content-dataset">
<section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name">Duke MTMC</span> is a dataset of surveillance camera footage of students on Duke University campus</span></div><div class='hero_subdesc'><span class='bgpad'>Duke MTMC contains over 2 million video frames and 2,000 unique identities collected from 8 HD cameras at Duke University campus in March 2014
</span></div></div></section><section><div class='left-sidebar'><div class='meta'>
<div class='gray'>Published</div>
<div>2016</div>
</div><div class='meta'>
<div class='gray'>Images</div>
<div>2,000,000 </div>
</div><div class='meta'>
<div class='gray'>Identities</div>
<div>1,812 </div>
</div><div class='meta'>
<div class='gray'>Purpose</div>
<div>Person re-identification and multi-camera tracking</div>
</div><div class='meta'>
<div class='gray'>Created by</div>
<div>Computer Science Department, Duke University, Durham, US</div>
</div><div class='meta'>
<div class='gray'>Website</div>
<div><a href='http://vision.cs.duke.edu/DukeMTMC/' target='_blank' rel='nofollow noopener'>duke.edu</a></div>
</div></div><h2>Duke MTMC</h2>
<p>[ page under development ]</p>
<p>The Duke Multi-Target, Multi-Camera Tracking Dataset (MTMC) is a dataset of video recorded on Duke University campus during for the purpose of training, evaluating, and improving <em>multi-target multi-camera tracking</em> for surveillance. The dataset includes over 14 hours of 1080p video from 8 cameras positioned around Duke's campus during February and March 2014. Over 2,700 unique people are included in the dataset, which has become of the most widely used person re-identification image datasets.</p>
<p>The 8 cameras deployed on Duke's campus were specifically setup to capture students "during periods between lectures, when pedestrian traffic is heavy".</p>
</section><section>
<h3>Who used Duke MTMC Dataset?</h3>
<p>
This bar chart presents a ranking of the top countries where dataset citations originated. Mouse over individual columns to see yearly totals. These charts show at most the top 10 countries.
</p>
</section>
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<!-- <div style="position: absolute;top: 0px;right: -55px;width: 180px;font-size: 14px;">Labeled Faces in the Wild Dataset<br><span class="numc" style="font-size: 11px;">20 citations</span>
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<h3>Biometric Trade Routes</h3>
<p>
To help understand how Duke MTMC Dataset has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Duke Multi-Target, Multi-Camera Tracking Project was collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal research projects at that location.
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<ul class="map-legend">
<li class="edu">Academic</li>
<li class="com">Commercial</li>
<li class="gov">Military / Government</li>
</ul>
<div class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</div >
</div>
<section class="applet_container">
<h3>Dataset Citations</h3>
<p>
The dataset citations used in the visualizations were collected from <a href="https://www.semanticscholar.org">Semantic Scholar</a>, a website which aggregates and indexes research papers. Each citation was geocoded using names of institutions found in the PDF front matter, or as listed on other resources. These papers have been manually verified to show that researchers downloaded and used the dataset to train or test machine learning algorithms.
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<h2>Supplementary Information</h2>
</section><section><h4>Data Visualizations</h4>
</section><section><div class='columns columns-2'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam1.jpg' alt=' Camera 1 © megapixels.cc'><div class='caption'> Camera 1 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam2.jpg' alt=' Camera 2 © megapixels.cc'><div class='caption'> Camera 2 © megapixels.cc</div></div></section></div></section><section><div class='columns columns-2'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam3.jpg' alt=' Camera 3 © megapixels.cc'><div class='caption'> Camera 3 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam4.jpg' alt=' Camera 4 © megapixels.cc'><div class='caption'> Camera 4 © megapixels.cc</div></div></section></div></section><section><div class='columns columns-2'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam5.jpg' alt=' Camera 5 © megapixels.cc'><div class='caption'> Camera 5 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam6.jpg' alt=' Camera 6 © megapixels.cc'><div class='caption'> Camera 6 © megapixels.cc</div></div></section></div></section><section><div class='columns columns-2'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam7.jpg' alt=' Camera 7 © megapixels.cc'><div class='caption'> Camera 7 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam8.jpg' alt=' Camera 8 © megapixels.cc'><div class='caption'> Camera 8 © megapixels.cc</div></div></section></div></section><section><h3>Alternate Layout</h3>
</section><section><div class='columns columns-4'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam1.jpg' alt=' Camera 1 © megapixels.cc'><div class='caption'> Camera 1 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam2.jpg' alt=' Camera 2 © megapixels.cc'><div class='caption'> Camera 2 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam3.jpg' alt=' Camera 3 © megapixels.cc'><div class='caption'> Camera 3 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam4.jpg' alt=' Camera 4 © megapixels.cc'><div class='caption'> Camera 4 © megapixels.cc</div></div></section></div></section><section><div class='columns columns-4'><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam5.jpg' alt=' Camera 5 © megapixels.cc'><div class='caption'> Camera 5 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam6.jpg' alt=' Camera 6 © megapixels.cc'><div class='caption'> Camera 6 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam7.jpg' alt=' Camera 7 © megapixels.cc'><div class='caption'> Camera 7 © megapixels.cc</div></div></section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/duke_mtmc/assets/duke_mtmc_saliency_cam8.jpg' alt=' Camera 8 © megapixels.cc'><div class='caption'> Camera 8 © megapixels.cc</div></div></section></div></section><section><h3>TODO</h3>
<ul>
<li>expand story</li>
<li>add google street view images of each camera location?</li>
<li>add actual head detections to header image with faces blurred</li>
<li>add 4 diverse example images with faces blurred</li>
<li>add links to google map locations of each camera</li>
</ul>
</section>
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