diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..e5c7b2b
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,7 @@
+FROM tensorflow/tensorflow:latest-devel-py3
+
+RUN pip install gunicorn
+RUN pip install picasso-viz
+
+EXPOSE 80
+ENTRYPOINT gunicorn picasso:app --bind=0.0.0.0:80
diff --git a/docker/Dockerfile-tensorflow b/docker/Dockerfile-tensorflow
new file mode 100644
index 0000000..5b1cd89
--- /dev/null
+++ b/docker/Dockerfile-tensorflow
@@ -0,0 +1,12 @@
+FROM tensorflow/tensorflow:latest-devel-py3
+
+RUN pip install gunicorn
+RUN pip install picasso-viz
+
+ENV EXAMPLE_DIR /usr/local/lib/python3.5/dist-packages/picasso/examples/tensorflow
+
+ENV PICASSO_SETTINGS $EXAMPLE_DIR/config.py
+
+EXPOSE 80
+
+ENTRYPOINT gunicorn picasso:app --bind=0.0.0.0:80
diff --git a/docker/Dockerfile-vgg16 b/docker/Dockerfile-vgg16
new file mode 100644
index 0000000..864b480
--- /dev/null
+++ b/docker/Dockerfile-vgg16
@@ -0,0 +1,14 @@
+FROM tensorflow/tensorflow:latest-devel-py3
+
+RUN pip install gunicorn
+RUN pip install picasso-viz
+
+ENV EXAMPLE_DIR /usr/local/lib/python3.5/dist-packages/picasso/examples/keras-vgg16
+
+RUN python3 $EXAMPLE_DIR/prepare_model.py
+
+ENV PICASSO_SETTINGS $EXAMPLE_DIR/config.py
+
+EXPOSE 80
+
+ENTRYPOINT gunicorn picasso:app --bind=0.0.0.0:80