8 files changed, 15 insertions, 6 deletions
diff --git a/site/assets/css/applets.css b/site/assets/css/applets.css
index 02775641..e5c427b2 100644
--- a/site/assets/css/applets.css
+++ b/site/assets/css/applets.css
@@ -2,6 +2,7 @@
 
 .applet_container {
   min-height: 340px;
+  clear: left;
 }
 .applet_container.autosize {
   min-height: 0;
diff --git a/site/content/pages/datasets/duke_mtmc/index.md b/site/content/pages/datasets/duke_mtmc/index.md
index 94eab823..de1fa14c 100644
--- a/site/content/pages/datasets/duke_mtmc/index.md
+++ b/site/content/pages/datasets/duke_mtmc/index.md
@@ -37,10 +37,13 @@ authors: Adam Harvey
 
 {% include 'citations.html' %}
 
+
 ----
 
 ## Research Notes
 
+- "We make available a new data set that has more than 2 million frames and more than 2,700 identities. It consists of 8×85 minutes of 1080p video recorded at 60 frames per second from 8 static cameras deployed on the Duke University campus during periods between lectures, when pedestrian traffic is heavy." - 27a2fad58dd8727e280f97036e0d2bc55ef5424c
+- "This work was supported in part by the EPSRC Programme Grant (FACER2VM) EP/N007743/1, EPSRC/dstl/MURI project EP/R018456/1, the National Natural Science Foundation of China (61373055, 61672265, 61602390, 61532009, 61571313), Chinese Ministry of Education (Z2015101), Science and Technology Department of Sichuan Province (2017RZ0009 and 2017FZ0029), Education Department of Sichuan Province (15ZB0130), the Open Research Fund from Province Key Laboratory of Xihua University (szjj2015-056) and the NVIDIA GPU Grant Program." - ec9c20ed6cce15e9b63ac96bb5a6d55e69661e0b
 - "DukeMTMC aims to accelerate advances in multi-target multi-camera tracking. It provides a tracking system that works within and across cameras, a new large scale HD video data set recorded by 8 synchronized cameras with more than 7,000 single camera trajectories and over 2,000 unique identities, and a new performance evaluation method that measures how often a system is correct about who is where"
 - DukeMTMC is a new, manually annotated, calibrated, multi-camera data set recorded outdoors on the Duke University campus with 8 synchronized cameras. It consists of:
 
diff --git a/site/content/pages/datasets/uccs/assets/uccs_bboxes_clr_fill.jpg b/site/content/pages/datasets/uccs/assets/uccs_bboxes_clr_fill.jpg
new file mode 100644
index 00000000..c8002bb9
--- /dev/null
+++ b/site/content/pages/datasets/uccs/assets/uccs_bboxes_clr_fill.jpg
diff --git a/site/content/pages/datasets/uccs/assets/uccs_bboxes_grayscale.jpg b/site/content/pages/datasets/uccs/assets/uccs_bboxes_grayscale.jpg
new file mode 100644
index 00000000..6e2833dd
--- /dev/null
+++ b/site/content/pages/datasets/uccs/assets/uccs_bboxes_grayscale.jpg
diff --git a/site/content/pages/datasets/uccs/index.md b/site/content/pages/datasets/uccs/index.md
index 1048d9fd..092638c0 100644
--- a/site/content/pages/datasets/uccs/index.md
+++ b/site/content/pages/datasets/uccs/index.md
@@ -36,6 +36,7 @@ authors: Adam Harvey
 {% include 'citations.html' %}
 
 
+![Bounding box visualization](assets/uccs_bboxes_grayscale.jpg)
 
 ### Research Notes
 
diff --git a/site/includes/chart.html b/site/includes/chart.html
index b235d531..45c13493 100644
--- a/site/includes/chart.html
+++ b/site/includes/chart.html
@@ -9,5 +9,7 @@
  </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>
diff --git a/site/includes/citations.html b/site/includes/citations.html
index b3d207c1..058a1834 100644
--- a/site/includes/citations.html
+++ b/site/includes/citations.html
@@ -6,7 +6,7 @@
     and indexes research papers.  The citations were 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 and/or test machine learning algorithms.
   </p>
   <p>
-    Add button/link to download CSV
+    Add [button/link] to download CSV. Add search input field to filter. Expand number of rows to 10. Reduce URL text to show only the domain (ie https://arxiv.org/pdf/123456 --> arxiv.org)
   </p>
 
   <div class="applet" data-payload="{&quot;command&quot;: &quot;citations&quot;}"></div>
diff --git a/site/includes/map.html b/site/includes/map.html
index 14fec2f1..74771768 100644
--- a/site/includes/map.html
+++ b/site/includes/map.html
@@ -23,14 +23,16 @@
 </section>
 
 <div class="caption">
-	<div class="map-legend-item edu">Academic</div>
-	<div class="map-legend-item com">Industry</div>
-	<div class="map-legend-item gov">Government</div> 
-	Data is compiled from <a href="https://www.semanticscholar.org">Semantic Scholar</a> and has been manually verified to show usage of {{ metadata.meta.dataset.name_display }}.
+	<ul class="map-legend">
+	<li class="edu">Academic</li>
+	<li class="com">Industry</li>
+	<li class="gov">Government / Military</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>
 </div>
 
 <section>
 	<p class='subp'>
-		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.
+		[section under development] {{ metadata.meta.dataset.name_display }} ... 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.
 	</p>
 </section>