How to install OpenCV 3.4.0 on Ubuntu 16.04
Install OpenCV 3.4.0 on Ubuntu 16.04 for all versions of python (2.7, 3.5 and 3.6)
You can install opencv by using official prebuilt pip package or build from source.
To install from official pip package:
Use following commands in a new active empty virtual environment.To install Opencv Only:
pip install opencv-pythonTo add contrib package in opencv:
pip install opencv-contrib-python
To install opencv by building from source:
OpenCV can be used in python as C++ python binding. I am going to explain how to build OpenCV from source and generate python binding.The steps needed to be taken in order to install OpenCV 3.4.0 are:
- Update and Upgrade and Cleanup (Required for error-free installation)
- Install Dependencies
- Download and Build OpenCV
Update and Upgrade and Cleanup (Required for error-free installation)
sudo apt-get update sudo apt-get upgradeNow that we have the updates ready, we are ready to install dependencies.
Install Dependencies
sudo apt-get install build-essential sudo apt-get install cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-devThe following command is needed to process images:
sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libjasper-dev libdc1394-22-devTo process videos:
sudo apt-get install libavcodec-dev libavformat-dev libswscale-dev libv4l-dev sudo apt-get install libxvidcore-dev libx264-devFor GUI:
sudo apt-get install libgtk-3-devFor optimization:
sudo apt-get install libatlas-base-dev gfortran pylintTo build OpenCV binding for both python 2 and 3.
sudo apt-get install python2.7-dev python3.5-devWe are now ready to download and build OpenCV on our Ubuntu machine.
Download and Build OpenCV
To Download OpenCV 3.4.0, go to terminal and type:wget https://github.com/opencv/opencv/archive/3.4.0.zip -O opencv-3.4.0.zipTo Download OpenCV Contrib 3.4.0 (Contrib has very useful algorithms which is a must for anyone working on Computer Vision), go to terminal and type:
wget https://github.com/opencv/opencv_contrib/archive/3.4.0.zip -O opencv_contrib-3.4.0.zipWe need to unzip to extract the zip files. Install unzip if not installed using the command:
sudo apt-get install unzipNow extract OpenCV and OpenCV Contrib:
unzip opencv-3.4.0.zip unzip opencv_contrib-3.4.0.zipMake a directory named build inside OpenCV-3.4.0:
cd opencv-3.4.0 mkdir build cd buildNow we are going to configure cmake:
cmake -DCMAKE_BUILD_TYPE=Release -DCMAKE_INSTALL_PREFIX=/usr/local -DOPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-3.4.0/modules -DOPENCV_ENABLE_NONFREE=True ..The command will take some time to execute. Wait for few seconds.
If the configuration is done without error, we will use make command to build.
make -j4 (where 4 is number of cores)This command will take a few minutes to complete. On my PC, it took about 20 minutes.
Install in the location /usr/local using command
sudo make installReinitialize static libs using the following command
sudo ldconfigCheck if the OpenCV file exists
- python2
“/usr/local/lib/python2.7/dist-packages/cv2.so”
- python3.5
“/usr/local/lib/python3.5/dist-packages/cv2.cpython-35m-x86_64-linux-gnu.so”
- python3.6
“/usr/local/lib/python3.6/dist-packages/cv2.cpython-36m-x86_64-linux-gnu.so”To use OpenCV 3.4.0 in virtual environment like virtualenv, conda or any other, copy related .so file in your virtual environment python directory
“lib/site-packages/”
Finally, check OpenCV version. Go to the terminal and type
On the python terminal, type
python
On the python terminal, type
import cv2
cv2.__version__
If you ran into any problem while installing OpenCV
or have any query related to OpenCV then feel free to comment below. I
will try my best to solve it.