diff --git a/docker/Dockerfile.build b/docker/Dockerfile.build
new file mode 100644
index 0000000..176ea8f
--- /dev/null
+++ b/docker/Dockerfile.build
@@ -0,0 +1,26 @@
+FROM ubuntu:16.04
+
+RUN apt-get update \
+    && apt-get install -y \
+    python3-pip cmake zlib1g-dev python3-tk python-opencv \
+    libboost-all-dev \
+    libblas-dev liblapack-dev libatlas-base-dev gfortran \
+    libsdl-dev libsdl-image1.2-dev libsdl-mixer1.2-dev libsdl-ttf2.0-dev \
+    libsmpeg-dev libportmidi-dev libavformat-dev libswscale-dev \
+    dpkg-dev build-essential python3.5-dev libjpeg-dev  libtiff-dev \
+    libsdl1.2-dev libnotify-dev freeglut3 freeglut3-dev libsm-dev \
+    libgtk2.0-dev libgtk-3-dev libwebkitgtk-dev libgtk-3-dev \
+    libwebkitgtk-3.0-dev libgstreamer-plugins-base1.0-dev \
+    libav-tools libsdl2-dev swig
+
+RUN pip3 install --upgrade pip
+
+COPY requirements.txt /coach/requirements.txt
+
+WORKDIR /coach
+
+RUN pip3 install -r requirements.txt
+
+COPY . /coach
+
+RUN pip3 install .