Merge branch 'master' of asdf.us:megapixels_dev

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diff --git a/site/content/pages/datasets/megaface/index.md b/site/content/pages/datasets/megaface/index.md
index 4c620e95..9c282cb2 100644
--- a/site/content/pages/datasets/megaface/index.md
+++ b/site/content/pages/datasets/megaface/index.md
@@ -1,11 +1,13 @@
 ------------
 
-status: draft
+status: published
 title: MegaFace
 desc: MegaFace Dataset
 subdesc: MegaFace contains 670K identities and 4.7M images
+caption: Example images from the MegaFace dataset
 slug: megaface
 cssclass: dataset
+caption: Images from the MegaFace face recognition training and benchmarking dataset
 image: assets/background.jpg
 year: 2016
 published: 2019-4-18
@@ -14,17 +16,71 @@ authors: Adam Harvey
 
 ------------
 
-## MegaFace
+# MegaFace
 
 ### sidebar
 ### end sidebar
 
-[ page under development ]
+MegaFace is a dataset of 4,700,000 face images of 672,000 individuals used for developing face recognition technologies. All images were downloaded from Flickr.
+
+#### How was it made
+
+MegaFace was developed by the University of Washington for the purpose of trainng, validating, and benchmarking face recognition algorithms.
+
+The images are from Flickr, but are they all from YFCC100M?
+
+#### Who used it
+
+MegaFace was used for research projects associated with SenseTime, Google, Mitsubishi, Vision Semantics Ltd, Microsoft.
+
+#### Subsets
+
+MegaFace was also used for MegaFace Asian, and MegaAge, and glasses.
+
+#### A sample of the research projects
+
+Used for face recognition
+
+screenshots of papers
+
+#### Visuals
+
+- facial landmarks
+- bounding boxes
+- animation of all the titles of the paper
+- 
+
+###
+
+
+
 
 {% include 'dashboard.html' %}
 
 {% include 'supplementary_header.html' %}
 
+### Age and Gender Distribution
+
+=== columns 2
+
+```
+single_pie_chart /datasets/megaface/assets/age.csv
+Caption: MegaFace dataset age distribution
+Top: 10
+OtherLabel: Other
+```
+
+```
+single_pie_chart /datasets/megaface/assets/gender.csv
+Caption: MegaFace dataset gender distribution
+Top: 10
+OtherLabel: Other
+```
+
+=== end columns
+
+{% include 'age_gender_disclaimer.html' %}
+
 {% include 'cite_our_work.html' %}
 
 ### Footnotes