diff --git a/download.sh b/download.sh
new file mode 100755
index 0000000..25dd49f
--- /dev/null
+++ b/download.sh
@@ -0,0 +1,10 @@
+#!/bin/bash
+
+wget https://cmu.box.com/shared/static/xucg15tye9cr03da1llbxwufsm8mumh6.gz -O data.tar.gz
+mkdir -p data
+echo "Outputting data to data/"
+# Tar was uploaded with upload/ as the main directory; change to data/
+tar xzvf data.tar.gz --strip-components 1 -C data | sed -e 's/^upload/data/g'
+
+# Remove README file that is not useful for end users.
+rm data/multithumos/models/README.md