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diff --git a/site/public/research/01_from_1_to_100_pixels/index.html b/site/public/research/01_from_1_to_100_pixels/index.html
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@@ -78,6 +78,7 @@
 </ul>
 <ul>
 <li>"Note that we only keep the images with a minimal side length of 80 pixels." and "a face will be labeled as “Ignore” if it is very difficult to be detected due to blurring, severe deformation and unrecognizable eyes, or the side length of its bounding box is less than 32 pixels." Ge_Detecting_Masked_Faces_CVPR_2017_paper.pdf </li>
+<li>IBM DiF: "Faces with region size less than 50x50 or inter-ocular distance of less than 30 pixels were discarded. Faces with non-frontal pose, or anything beyond being slightly tilted to the left or the right, were also discarded."</li>
 </ul>
 <div class="footnotes">
 <hr>
diff --git a/site/public/research/02_what_computers_can_see/index.html b/site/public/research/02_what_computers_can_see/index.html
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--- a/site/public/research/02_what_computers_can_see/index.html
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@@ -126,6 +126,149 @@
 <li>Wearing Necktie</li>
 <li>Wearing Necklace</li>
 </ul>
+<h2>From Market 1501</h2>
+<p>The 27 attributes are:</p>
+<table>
+<thead><tr>
+<th style="text-align:center">attribute</th>
+<th style="text-align:center">representation in file</th>
+<th style="text-align:center">label</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align:center">gender</td>
+<td style="text-align:center">gender</td>
+<td style="text-align:center">male(1), female(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">hair length</td>
+<td style="text-align:center">hair</td>
+<td style="text-align:center">short hair(1), long hair(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">sleeve length</td>
+<td style="text-align:center">up</td>
+<td style="text-align:center">long sleeve(1), short sleeve(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">length of lower-body clothing</td>
+<td style="text-align:center">down</td>
+<td style="text-align:center">long lower body clothing(1), short(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">type of lower-body clothing</td>
+<td style="text-align:center">clothes</td>
+<td style="text-align:center">dress(1), pants(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">wearing hat</td>
+<td style="text-align:center">hat</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying backpack</td>
+<td style="text-align:center">backpack</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying bag</td>
+<td style="text-align:center">bag</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying handbag</td>
+<td style="text-align:center">handbag</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">age</td>
+<td style="text-align:center">age</td>
+<td style="text-align:center">young(1), teenager(2), adult(3), old(4)</td>
+</tr>
+<tr>
+<td style="text-align:center">8 color of upper-body clothing</td>
+<td style="text-align:center">upblack, upwhite, upred, uppurple, upyellow, upgray, upblue, upgreen</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">9 color of lower-body clothing</td>
+<td style="text-align:center">downblack, downwhite, downpink, downpurple, downyellow, downgray, downblue, downgreen,downbrown</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+</tbody>
+</table>
+<p>source: <a href="https://github.com/vana77/Market-1501_Attribute/blob/master/README.md">https://github.com/vana77/Market-1501_Attribute/blob/master/README.md</a></p>
+<h2>From DukeMTMC</h2>
+<p>The 23 attributes are:</p>
+<table>
+<thead><tr>
+<th style="text-align:center">attribute</th>
+<th style="text-align:center">representation in file</th>
+<th style="text-align:center">label</th>
+</tr>
+</thead>
+<tbody>
+<tr>
+<td style="text-align:center">gender</td>
+<td style="text-align:center">gender</td>
+<td style="text-align:center">male(1), female(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">length of upper-body clothing</td>
+<td style="text-align:center">top</td>
+<td style="text-align:center">short upper body clothing(1), long(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">wearing boots</td>
+<td style="text-align:center">boots</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">wearing hat</td>
+<td style="text-align:center">hat</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying backpack</td>
+<td style="text-align:center">backpack</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying bag</td>
+<td style="text-align:center">bag</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">carrying handbag</td>
+<td style="text-align:center">handbag</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">color of shoes</td>
+<td style="text-align:center">shoes</td>
+<td style="text-align:center">dark(1), light(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">8 color of upper-body clothing</td>
+<td style="text-align:center">upblack, upwhite, upred, uppurple, upgray, upblue, upgreen, upbrown</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+<tr>
+<td style="text-align:center">7 color of lower-body clothing</td>
+<td style="text-align:center">downblack, downwhite, downred, downgray, downblue, downgreen, downbrown</td>
+<td style="text-align:center">no(1), yes(2)</td>
+</tr>
+</tbody>
+</table>
+<p>source: <a href="https://github.com/vana77/DukeMTMC-attribute/blob/master/README.md">https://github.com/vana77/DukeMTMC-attribute/blob/master/README.md</a></p>
+<h2>From H3D Dataset</h2>
+<p>The joints and other keypoints (eyes, ears, nose, shoulders, elbows, wrists, hips, knees and ankles)
+The 3D pose inferred from the keypoints.
+Visibility boolean for each keypoint
+Region annotations (upper clothes, lower clothes, dress, socks, shoes, hands, gloves, neck, face, hair, hat, sunglasses, bag, occluder)
+Body type (male, female or child)</p>
+<p>source: <a href="https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/shape/h3d/">https://www2.eecs.berkeley.edu/Research/Projects/CS/vision/shape/h3d/</a></p>
 </section>
 
   </div>