diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..3186d66
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,16 @@
+FROM python:3.7-slim
+
+ENV PATH="~/.local/bin:${PATH}"
+ENV PATH="/home/testuser/.local/bin:${PATH}"
+
+#Mirror host user
+#Efficently mirror host user and share files between host and docker
+#https://stackoverflow.com/a/44683248/298240
+ARG UNAME=testuser
+ARG UID=1000
+ARG GID=1000
+#FIXES https://stackoverflow.com/a/63377623/298240
+RUN apt-get update && apt-get install -y ffmpeg libsm6 libxext6 python3-opencv sudo && groupadd -g $GID -o $UNAME && useradd -m -u $UID -g $GID -o -s /bin/bash $UNAME && echo "testuser:testuser" | chpasswd && adduser testuser sudo
+USER $UNAME
+WORKDIR /home/$UNAME/workspace
+RUN pip install --upgrade h5py==2.10.0 fawkes opencv-python
diff --git a/README.md b/README.md
index 456bfbe..bf91ad4 100644
--- a/README.md
+++ b/README.md
@@ -62,6 +62,16 @@ pip install fawkes
 
 If you don't have root privilege, please try to install on user namespace: `pip install --user fawkes`.
 
+## Installation and Usage with Docker
+
+- On your host machine move or copy your images folder to your normal workspace directory `cd ~/workspace`
+- clone this repository: `git clone [url]` into your normal workspace directory
+- go into cloned repository: `cd fawkes`
+- run `buildDocker.sh`
+- run `startDocker.sh`
+- You should now be in the fawkes container with your normal workspace directory to /home/testuser/workspace
+- You can then run fawkes with something like: e.g. `fawkes -d ./imgs --mode=low`
+- exit from your container: `exit`
 
 Academic Research Usage
 -----------------------
diff --git a/buildDocker.sh b/buildDocker.sh
new file mode 100755
index 0000000..29dd6b6
--- /dev/null
+++ b/buildDocker.sh
@@ -0,0 +1,5 @@
+#Pass in user id's for mirroring host user
+docker build \
+  --build-arg UID=$(id -u) \
+  --build-arg GID=$(id -g) \
+  -t fawkes .
diff --git a/startDocker.sh b/startDocker.sh
new file mode 100755
index 0000000..3067162
--- /dev/null
+++ b/startDocker.sh
@@ -0,0 +1,2 @@
+#Map Parrent directory to workspace folder under home directory
+docker run -it -v "$(pwd)/..:/home/testuser/workspace" fawkes bash