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@@ -42,9 +42,59 @@
</div><div class='meta'>
<div class='gray'>Website</div>
<div><a href='http://vis-www.cs.umass.edu/lfw/' target='_blank' rel='nofollow noopener'>umass.edu</a></div>
- </div><p>[ page under development ]</p>
-<p>{% include 'dashboard.html' %}</p>
-<h3>(ignore) RESEARCH below this line</h3>
+ </div></div><p>[ page under development ]</p>
+</section><section>
+ <h3>Who used LFW?</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> -->
+ <div class="applet" data-payload="{&quot;command&quot;: &quot;chart&quot;}"></div>
+</section>
+
+<section class="applet_container">
+ <div class="applet" data-payload="{&quot;command&quot;: &quot;piechart&quot;}"></div>
+</section>
+
+<section>
+
+ <h3>Biometric Trade Routes</h3>
+
+ <p>
+ To help understand how LFW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Faces in the Wild 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.
+ </p>
+
+ <div class="applet" data-payload="{&quot;command&quot;: &quot;citations&quot;}"></div>
+</section><section><h3>(ignore) RESEARCH below this line</h3>
<ul>
<li>Years: 1993-1996</li>
<li>Images: 14,126</li>
@@ -63,7 +113,7 @@
<ul>
<li>"A release form is necessary because of the privacy laws in the United States."</li>
</ul>
-</div><h2>Funding</h2>
+<h2>Funding</h2>
<p>The FERET program is sponsored by the U.S. Depart- ment of Defense’s Counterdrug Technology Development Program Office. The U.S. Army Research Laboratory (ARL) is the technical agent for the FERET program. ARL designed, administered, and scored the FERET tests. George Mason University collected, processed, and main- tained the FERET database. Inquiries regarding the FERET database or test should be directed to P. Jonathon Phillips.</p>
</section>