Merge branch 'master' of asdf.us:megapixels_dev

1 files changed, 11 insertions, 6 deletions

diff --git a/site/public/datasets/lfpw/index.html b/site/public/datasets/lfpw/index.html
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--- a/site/public/datasets/lfpw/index.html
+++ b/site/public/datasets/lfpw/index.html
@@ -55,8 +55,7 @@
   </header>
   <div class="content content-dataset">
     
-  <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfpw/assets/background.jpg)'><div class='inner'><div class='hero_desc'><span class='bgpad'>Labeled Face Parts in the Wild Dataset</span></div><div class='hero_subdesc'><span class='bgpad'>Labeled Face Parts in the Wild ...
-</span></div></div></section><section><h2>Labeled Face Parts in the Wild</h2>
+  <section class='intro_section' style='background-image: url(https://nyc3.digitaloceanspaces.com/megapixels/v1/datasets/lfpw/assets/background.jpg)'></section><section><h2>Labeled Face Parts in the Wild</h2>
 </section><section><div class='right-sidebar'><div class='meta'>
     <div class='gray'>Published</div>
     <div>2011</div>
@@ -69,7 +68,13 @@
   </div><div class='meta'>
     <div class='gray'>Website</div>
     <div><a href='http://neerajkumar.org/databases/lfpw/' target='_blank' rel='nofollow noopener'>neerajkumar.org</a></div>
-  </div></div><p>[ page under development ]</p>
+  </div></div><p>RESEARCH below this line</p>
+<blockquote><p>Release 1 of LFPW consists of 1,432 faces from images downloaded from the web using simple text queries on sites such as google.com, flickr.com, and yahoo.com.   Each image was labeled by three MTurk workers, and 29 fiducial points, shown below, are included in dataset.  LFPW was originally described in the following publication:</p>
+<p>Due to copyright issues, we cannot distribute image files in any format to anyone. Instead, we have made available a list of image URLs where you can download the images yourself. We realize that this makes it impossible to exactly compare numbers, as image links will slowly disappear over time, but we have no other option. This seems to be the way other large web-based databases seem to be evolving.</p>
+</blockquote>
+<p><a href="https://neerajkumar.org/databases/lfpw/">https://neerajkumar.org/databases/lfpw/</a></p>
+<blockquote><p>This research was performed at Kriegman-Belhumeur Vision Technologies and was funded by the CIA through the Office of the Chief Scientist. <a href="https://www.cs.cmu.edu/~peiyunh/topdown/">https://www.cs.cmu.edu/~peiyunh/topdown/</a> (nk_cvpr2011_faceparts.pdf)</p>
+</blockquote>
 </section><section>
   <h3>Who used LFPW?</h3>
 
@@ -91,10 +96,10 @@
 
 <section>
 	
-	<h3>Information Supply chain</h3>
+	<h3>Information Supply Chain</h3>
 
 	<p>
-		To help understand how LFPW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Face Parts 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.
+		To help understand how LFPW has been used around the world by commercial, military, and academic organizations; existing publicly available research citing Labeled Face Parts in the Wild was collected, verified, and geocoded to show how AI training data has proliferated around the world. Click on the markers to reveal research projects at that location.
 	</p>
  
  </section>
@@ -109,7 +114,7 @@
 	<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 class="source">Citation data is collected using SemanticScholar.org then dataset usage verified and geolocated. Citations are used to provide overview of how and where images were used.</div>
 </div>