diff --git a/.dockerignore b/.dockerignore
new file mode 120000
index 0000000..3e4e48b
--- /dev/null
+++ b/.dockerignore
@@ -0,0 +1 @@
+.gitignore
\ No newline at end of file
diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..ee5b583
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,20 @@
+FROM tensorflow/tensorflow:1.15.0-gpu-py3
+ARG INSTALLDIR="/app/virtual_sketching"
+
+RUN apt-key adv --keyserver keyserver.ubuntu.com --recv-keys A4B469963BF863CC && \
+    apt-get update && \
+    apt-get install -y --no-install-recommends \
+    libsm6 libxext6 libxrender-dev libcairo2 python3-dev libffi-dev time \
+    && \
+    rm -rf /var/lib/apt/lists/*
+
+COPY . $INSTALLDIR
+
+WORKDIR $INSTALLDIR
+
+RUN pip install -U pip wheel \
+    && pip install -r requirements.txt \
+    && pip cache purge
+
+STOPSIGNAL SIGINT
+ENTRYPOINT test_vectorization.py
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..58c5788
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,5 @@
+opencv-python==3.4.2.17
+pillow==6.2.0
+scipy==1.5.2
+gizeh==0.1.11
+matplotlib>=3.0.0,<4.0