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      <div class='site_name'>MegaPixels</div>
      <div class='page_name'>IJB-C</div>
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      <a href="/datasets/">Datasets</a>
      <a href="/about/">About</a>
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  <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/ijb_c/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>IARPA Janus Benchmark C is a dataset of web images used</span></div><div class='hero_subdesc'><span class='bgpad'>The IJB-C dataset contains 21,294 images and 11,779 videos of 3,531 identities
</span></div></div></section><section><h2>IARPA Janus Benchmark C (IJB-C)</h2>
</section><section><div class='right-sidebar'><div class='meta'>
    <div class='gray'>Published</div>
    <div>2017</div>
  </div><div class='meta'>
    <div class='gray'>Images</div>
    <div>21,294 </div>
  </div><div class='meta'>
    <div class='gray'>Videos</div>
    <div>11,779 </div>
  </div><div class='meta'>
    <div class='gray'>Identities</div>
    <div>3,531 </div>
  </div><div class='meta'>
    <div class='gray'>Purpose</div>
    <div>Face recognition</div>
  </div><div class='meta'>
    <div class='gray'>Website</div>
    <div><a href='https://www.nist.gov/programs-projects/face-challenges' target='_blank' rel='nofollow noopener'>nist.gov</a></div>
  </div></div><p>[ page under development ]</p>
<p>The IARPA Janus Benchmark C is a dataset created by</p>
</section><section class='images'><div class='image'><img src='https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/ijb_c/assets/ijb_c_montage.jpg' alt=' A visualization of the IJB-C dataset'><div class='caption'> A visualization of the IJB-C dataset</div></div></section><section>
  <h3>Who used IJB-C?</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>

<section class="applet_container">
<!-- 	<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>
</div> -->
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</section>

<section class="applet_container">
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</section>

<section>
	
	<h3>Biometric Trade Routes</h3>

	<p>
		To help understand how IJB-C has been used around the world by commercial, military, and academic organizations; existing publicly available research citing IARPA Janus Benchmark C 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.
	</p>
 
 </section>

<section class="applet_container fullwidth">
 <div class="applet" data-payload="{&quot;command&quot;: &quot;map&quot;}"></div>
</section>

<div class="caption">
	<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. If you use our data, please <a href="/about/attribution">cite our work</a>.
  </p>

  <div class="applet" data-payload="{&quot;command&quot;: &quot;citations&quot;}"></div>
</section><section>

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  <h2>Supplementary Information</h2>
  
</section><section>

  <h4>Cite Our Work</h4>
  <p>
  	
  	If you use our data, research, or graphics please cite our work:

<pre id="cite-bibtex">
@online{megapixels,
  author = {Harvey, Adam. LaPlace, Jules.},
  title = {MegaPixels: Origins, Ethics, and Privacy Implications of Publicly Available Face Recognition Image Datasets},
  year = 2019,
  url = {https://megapixels.cc/},
  urldate = {2019-04-18}
}</pre>

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