diff --git a/README.md b/README.md
index bf2ed80..d57a666 100644
--- a/README.md
+++ b/README.md
@@ -43,7 +43,7 @@ The system is capable of performing a number of facial analysis tasks:
 
 If you use any of the resources provided on this page in any of your publications we ask you to cite the following work and the work for a relevant submodule you used.
 
-####Overall system
+#### Overall system
 
 **OpenFace: an open source facial behavior analysis toolkit**
 Tadas Baltrušaitis, Peter Robinson, and Louis-Philippe Morency,
diff --git a/install.sh b/install.sh
new file mode 100755
index 0000000..036dd82
--- /dev/null
+++ b/install.sh
@@ -0,0 +1,66 @@
+#!/bin/bash
+#==============================================================================
+# Title: install.sh
+# Description: Install everything necessary for OpenFace to compile.
+# Author: Daniyal Shahrokhian <daniyal@kth.se>
+# Date: 20170428
+# Version : 1.01
+# Usage: bash install.sh
+# NOTES: There are certain steps to be taken in the system before installing 
+#        via this script (refer to README): Run 
+#        `sudo gedit /etc/apt/sources.list` and change the line 
+#        `deb http://us.archive.ubuntu.com/ubuntu/ xenial main restricted` to 
+#        `deb http://us.archive.ubuntu.com/ubuntu/ xenial main universe`
+#==============================================================================
+
+# Exit script if any command fails
+set -e 
+set -o pipefail
+
+if [ $# -ne 0 ]
+  then
+    echo "Usage: install.sh"
+    exit 1
+fi
+
+# Essential Dependencies
+echo "Installing Essential dependencies..."
+sudo apt-get -y update
+sudo apt-get -y install build-essential
+sudo apt-get -y install llvm
+sudo apt-get -y install clang-3.7 libc++-dev libc++abi-dev
+sudo apt-get -y install cmake
+sudo apt-get -y install libopenblas-dev liblapack-dev
+sudo apt-get -y install git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
+sudo apt-get -y install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-dev checkinstall
+echo "Essential dependencies installed."
+
+# OpenCV Dependency
+echo "Downloading OpenCV..."
+wget https://github.com/Itseez/opencv/archive/3.1.0.zip
+unzip 3.1.0.zip
+cd opencv-3.1.0
+mkdir -p build
+cd build
+echo "Installing OpenCV..."
+cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local -D WITH_TBB=ON -D BUILD_SHARED_LIBS=OFF ..
+make -j4
+sudo make install
+cd ../..
+rm 3.1.0.zip
+sudo rm -r opencv-3.1.0
+echo "OpenCV installed."
+
+# Boost C++ Dependency
+echo "Installing Boost..."
+sudo apt-get install libboost-all-dev
+echo "Boost installed."
+
+# OpenFace installation
+echo "Installing OpenFace..."
+mkdir -p build
+cd build
+cmake -D CMAKE_BUILD_TYPE=RELEASE ..
+make
+cd ..
+echo "OpenFace successfully installed."
\ No newline at end of file