diff --git a/Dockerfile b/Dockerfile
index c2e2c38ab..fc05a4507 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -1,24 +1,10 @@
-FROM ubuntu:14.04
+FROM python:2.7-wheezy
 
-RUN apt-get update && apt-get install -y \
-	python2.7 \
-	python-dev \
-	git \
-	python-pip \
-	libxml2-dev \
-	libxslt1-dev \
-	libffi-dev \
-	graphviz \
-	libpq-dev \
-	build-essential \
-	gunicorn \
-	--no-install-recommends \
-	&& rm -rf /var/lib/apt/lists/* \
-	&& mkdir -p /opt/netbox \
-	&& cd /opt/netbox \
-	&& git clone --depth 1 https://github.com/digitalocean/netbox.git -b master . \
-	&& pip install -r requirements.txt \
-	&& apt-get purge -y --auto-remove git build-essential
+WORKDIR /opt/netbox
+
+ADD . /opt/netbox
+RUN git clone --depth 1 https://github.com/digitalocean/netbox.git -b master . \
+RUN	pip install gunicorn==17.5 && pip install -r requirements.txt
 
 ADD docker/docker-entrypoint.sh /docker-entrypoint.sh
 ADD netbox/netbox/configuration.docker.py /opt/netbox/netbox/netbox/configuration.py