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Hey everyone, this is a step by step guide to install python2.7 with opencv 3.0 + opencv 3.0 contrib pack for ubuntu.

First of all you need to upgrade any pre-installed packages for ubuntu using

sudo apt-get update sudo apt-get upgrade

Now we need to install developer tools

sudo apt-get install build-essential cmake git pkg-config

Opencv needs to open various images formats for that we need to have image packages

sudo apt-get install libjpeg8-dev libtiff4-dev libjasper-dev libpng12-dev

GTK library is also needed for displaying the image

sudo apt-get install libgtk2.0-dev

To access videos and individual frames

sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev

And to optimize various processes

sudo apt-get install libatlas-base-dev gfortran

Now we will install pip

wget https://bootstrap.pypa.io/get-pip.py sudo python get-pip.py

We can create virtual environment for separating each project and to install dependencies separately

sudo pip install virtualenv virtualenvwrapper sudo rm -rf ~/.cache/pip

Now we need to update our ~/.bashrc file

#virtualenv and virtualenvwrapper export WORKON_HOME=$HOME/.virtualenvs source /usr/local/bin/virtualenvwrapper.sh

This will make sure that the virtualenv and virtualenvwrapper are loaded everytime you login. Now you need to logout and login for changes to take effect and reload the contents.

source ~/.bashrc

Now we create a virtualenvironment say "workspace"

mkvirtualenv workspace

Now we install Python 2.7 and numpy

sudo apt-get install python2.7-dev pip install numpy

Now we will pull opencv from github

cd ~ git clone https://github.com/Itseez/opencv.git cd opencv git checkout 3.0.0

Now for the contrib pack like SURF,SIFT detectors

cd ~ git clone https://github.com/Itseez/opencv_contrib.git cd opencv_contrib git checkout 3.0.0

Now we make the files

cd /opencv mkdir build cd build cmake -D CMAKE_BUILD_TYPE=RELEASE
-D CMAKE_INSTALL_PREFIX=/usr/local
-D INSTALL_C_EXAMPLES=ON
-D INSTALL_PYTHON_EXAMPLES=ON
-D OPENCV_EXTRA_MODULES_PATH=/opencv_contrib/modules
-D BUILD_EXAMPLES=ON ..

Finally compile

make -j5

Now after compiling successfully we need to install it

sudo make install sudo ldconfig

Now we need to link our virtual environment with site packages to be able to use OpenCV within our environment WorkSpace

cd ~/.virtualenvs/workspace/lib/python2.7/site-packages/ ln -s /usr/local/lib/python2.7/site-packages/cv2.so cv2.so

This has successfully installed Opencv 3.0 with contrib pack into your system

To check..

workon workspace python

import cv2 cv2.version '3.0.0' #Will be printed