diff --git a/Dockerfile b/Dockerfile
index 5edadf0..9e198d7 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -23,11 +23,12 @@ RUN apt-get update && apt-get install -y \
     && apt-get clean && rm -rf /var/lib/apt/lists/* /tmp/* /var/tmp/*
 
 ADD . /root/openface
+RUN python -m pip install --upgrade --force pip
 RUN cd ~/openface && \
     ./models/get-models.sh && \
     pip2 install -r requirements.txt && \
     python2 setup.py install && \
-    pip2 install -r demos/web/requirements.txt && \
+    pip2 install --user --ignore-installed -r demos/web/requirements.txt && \
     pip2 install -r training/requirements.txt
 
 EXPOSE 8000 9000