diff --git a/.dockerignore b/.dockerignore
index 71ce7133..b693ba1b 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,5 +1,7 @@
 *
 !app/
+app/staticfiles/
+app/db.sqlite3
 !data/
 !tests/
 !tools/
diff --git a/.gitignore b/.gitignore
index 7cc1ae8b..1ca8a1c4 100644
--- a/.gitignore
+++ b/.gitignore
@@ -195,4 +195,7 @@ pip-selfcheck.json
 /data/sparql/*
 
 # ignore db to avoid merge conflicts
-*.sqlite3
\ No newline at end of file
+*.sqlite3
+
+# ignore django generated static files
+app/staticfiles/
diff --git a/Dockerfile b/Dockerfile
index 15dfa061..313abd72 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -11,5 +11,9 @@ WORKDIR /doccano
 
 ENV DEBUG="True"
 ENV SECRET_KEY="change-me-in-production"
+ENV BIND="0.0.0.0:80"
+ENV WORKERS="2"
 
-CMD ["gunicorn", "--bind=0.0.0.0:80", "--workers=2", "--pythonpath=app", "app.wsgi"]
+EXPOSE 80
+
+CMD ["/doccano/tools/run.sh"]
diff --git a/tools/run.sh b/tools/run.sh
new file mode 100755
index 00000000..8c85df7c
--- /dev/null
+++ b/tools/run.sh
@@ -0,0 +1,8 @@
+#!/usr/bin/env bash
+
+set -o errexit
+
+if [[ ! -d "app/staticfiles" ]]; then python app/manage.py collectstatic --noinput; fi
+
+python app/manage.py migrate
+gunicorn --bind="${BIND:-127.0.0.1:8000}" --workers="${WORKERS:-1}" --pythonpath=app app.wsgi