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<!doctype html>
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  <title>MegaPixels</title>
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  <meta name="author" content="Adam Harvey" />
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  <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/pipa/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'><span class="dataset-name"> is a dataset...</span></div><div class='hero_subdesc'><span class='bgpad'>PIPA subdescription
</span></div></div></section><section><div class='left-sidebar'><div class='meta'>
    <div class='gray'>Published</div>
    <div>2015</div>
  </div><div class='meta'>
    <div class='gray'>Images</div>
    <div>37,107 </div>
  </div><div class='meta'>
    <div class='gray'>Identities</div>
    <div>2,356 </div>
  </div><div class='meta'>
    <div class='gray'>Purpose</div>
    <div>Face recognition</div>
  </div><div class='meta'>
    <div class='gray'>Download Size</div>
    <div>12 GB</div>
  </div><div class='meta'>
    <div class='gray'>Website</div>
    <div><a href='https://people.eecs.berkeley.edu/~nzhang/piper.html' target='_blank' rel='nofollow noopener'>berkeley.edu</a></div>
  </div><div class='meta'><div><div class='gray'>Collected</div><div>TBD</div></div><div><div class='gray'>Published</div><div>TBD</div></div><div><div class='gray'>Images</div><div>TBD</div></div><div><div class='gray'>Faces</div><div>TBD</div></div></div></div><h2>Dataset Title TBD</h2>
<p>(PAGE UNDER DEVELOPMENT)</p>
</section><section>
	
	<h3>Biometric Trade Routes</h3>
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	<p>
		To help understand how PIPA Dataset has been used around the world for commercial, military and academic research; publicly available research citing People in Photo Albums Dataset is collected, verified, and geocoded to show the biometric trade routes of people appearing in the images. Click on the markers to reveal reserach projects at that location.
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	<li class="edu">Academic</li>
	<li class="com">Commercial</li>
	<li class="gov">Military / Government</li>
	<li class="source">Citation data is collected using <a href="https://semanticscholar.org" target="_blank">SemanticScholar.org</a> then dataset usage verified and geolocated.</li>
	</ul>
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		[section under development] PIPA Dataset ... Standardized paragraph of text about the map. Sed ut perspiciatis, unde omnis iste natus error sit voluptatem accusantium doloremque laudantium, totam rem aperiam eaque ipsa, quae ab illo inventore veritatis et quasi architecto beatae vitae dicta sunt, explicabo.
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  <h3>Supplementary Information</h3>
  
</section><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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</section><section><h2>Research Notes</h2>
</section>

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