diff --git a/Dockerfile b/Dockerfile
index a2533b1..666b27e 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -41,6 +41,8 @@ RUN mv ${HOME}/4q.ico ${HOME}/digits/digits/static/images/nvidia.ico
 # move the layout with fixed links
 RUN mv ${HOME}/layout.html ${HOME}/digits/digits/templates/layout.html
 WORKDIR ${HOME}/digits
+RUN pip2 install opencv-python
+RUN pip2 install tensorflow==1.2.1
 RUN python setup.py install
 
 # install two plugins
@@ -52,14 +54,23 @@ RUN python setup.py install
 WORKDIR ${HOME}
 # get some test data to play with
 RUN python -m digits.download_data cifar10 ~/cifar10
-RUN chown -R ${NB_USER} ${HOME}
 
-WORKDIR ${HOME}
+# download sunnybrook data
+RUN mkdir ${HOME}/sunnybrook
+WORKDIR ${HOME}/sunnybrook
+RUN curl 'http://www.cardiacatlas.org/share/download.php?id=3&token=WgD8N1RrY2QvAL245wTPMCAeSAcRTjJG&download' -o dicoms.zip &&\
+    unzip -q dicoms.zip && rm dicoms.zip
+RUN curl 'http://www.cardiacatlas.org/share/download.php?id=2&token=IlxjOeV7ZviYLTqP627LmqqVHtyUuuK3&download' -o contours.zip &&\
+    unzip -q contours.zip && rm contours.zip
+# fix permissions and change user
+RUN chown -R ${NB_USER} ${HOME}
 USER ${NB_USER}
-
+WORKDIR ${HOME}
+# setup environment
 ENV DIGITS_JOBS_DIR=${HOME}/jobs
 ENV DIGITS_LOGFILE_FILENAME=${HOME}/digits.log
 ENV PYTHONPATH=/usr/local/python
 
+
 ENTRYPOINT [""]
 CMD ["jupyter", "notebook", "--ip", "0.0.0.0"]
diff --git a/README.md b/README.md
index ee758a8..1f23ad7 100644
--- a/README.md
+++ b/README.md
@@ -1,5 +1,5 @@
 # Digits Docker in Binder using a Dockerfile
-A simple repository to get [NVIDIA DIGITS](https://github.com/NVIDIA/DIGITS) running inside of Binder for easier experimentation and exploration. 
+A simple repository to get [NVIDIA DIGITS](https://github.com/NVIDIA/DIGITS) running inside of Binder for easier experimentation and exploration. Here we try the latest DIGITS image
 
 [![Binder](http://mybinder.org/badge.svg)](http://mybinder.org/v2/gh/4Quant/digits-docker-binder/master?urlpath=digits)
 
diff --git a/layout.html b/layout.html
index 8fd8da2..1694e2b 100644
--- a/layout.html
+++ b/layout.html
@@ -12,6 +12,9 @@
     <link rel="stylesheet" href="{{ url_for('static', filename='css/c3.min.css', ver=dir_hash) }}">
     <title>{% block title %}DIGITS{% endblock %}</title>
 
+    <script type="text/javascript">
+        var URL_PREFIX = "{{config['URL_PREFIX']}}";
+    </script>
     <script src="{{ url_for('static', filename='js/3rdparty/jquery-1.11.1.min.js') }}"></script>
     <script src="{{ url_for('static', filename='js/3rdparty/bootstrap-3.3.6.min.js') }}"></script>
     <script src="{{ url_for('static', filename='js/3rdparty/bootbox-4.3.0.min.js') }}"></script>