diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..0daa309
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,29 @@
+# JDK9
+
+FROM openjdk:9-jdk-slim
+
+# Dependencies
+
+RUN apt-get update \
+    && apt-get install -y --no-install-recommends \
+        build-essential \
+        cvs \
+        ocaml-nox \
+        ocaml-findlib \
+        python \
+        curl \
+    && rm -rf /var/lib/apt/lists/*
+
+# Ocamorph
+
+RUN cvs -d :pserver:anonymous:anonymous@cvs.mokk.bme.hu:/local/cvs co ocamorph
+RUN make -C ocamorph SUBDIRS="src/lib src/wrappers/ocamorph src/wrappers/ocastem" \
+    && make -C ocamorph install SUBDIRS="src/lib src/wrappers/ocamorph src/wrappers/ocastem" \
+    && rm -rf ocamorph
+
+# Pyphen
+
+RUN curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py \
+    && python get-pip.py \
+    && rm get-pip.py \
+    && pip install pyphen
diff --git a/README.md b/README.md
index 76e91b7..de530cb 100644
--- a/README.md
+++ b/README.md
@@ -1,2 +1,5 @@
 # jdk9-ocamorph-pyphen
-Docker image that contains JDK9, Ocamorph and Pyphen
+
+[![Docker Build Status](https://img.shields.io/docker/build/szgabsz91/jdk9-ocamorph-pyphen.svg)](https://hub.docker.com/r/szgabsz91/jdk9-ocamorph-pyphen/)
+
+Docker image that contains JDK9, Ocamorph and Pyphen.