Installing OpenCV for Python on Ubuntu, getting ImportError: No module named cv2.cv
PythonOpencvUbuntuImporterrorPython Problem Overview
I have an Ubuntu 14.04 system, on which I want to install OpenCV and use it with Python 2.x.
I installed OpenCV using the instructions here: https://help.ubuntu.com/community/OpenCV
The install seemed to run properly, no errors, the script ended with output
OpenCV 2.4.9 ready to be used
When I try to run the sample Python script, I get the following:
$ python opencv.py
Traceback (most recent call last):
File "opencv.py", line 1, in <module>
from cv2.cv import *
ImportError: No module named cv2.cv
I suspect I know why, I just don't know how to fix it. OpenCV installed to the current directory I was in when I ran the install script, it's a subdirectory of my home folder.
Others who get this import error after install seem to be having a path issue, and have luck adding this to their code:
import sys
sys.path.append('/usr/local/lib/python2.7/site-packages')
or updating their PYTHONPATH with that same directory. I tried adding that code, it doesn't make a difference. I don't see any files in the "site-packages" directory. Should I have done the install in that directory? I imagine the installation instructions would have spelled that out. I suspect that my problem has to do with Python not finding the OpenCV install, but I'm not sure how to proceed.
Please help me get a usable install of OpenCV as simply as possible.
Python Solutions
Solution 1 - Python
I think you don't have the python-opencv
package.
I had the exact same problem and
sudo apt-get install python-opencv
solved the issue for me.
you can install opencv from the following link https://www.learnopencv.com/install-opencv3-on-ubuntu/ It works for me . apt-get install doesnt contain many packages of opencv
Solution 2 - Python
I also had this issue. Tried different things. But finally
conda install opencv
worked for me.
Solution 3 - Python
If you want as simple as possible, install from the repository:
sudo apt-get install python-opencv libopencv-dev python-numpy python-dev
Solution 4 - Python
Use pip:
> https://pypi.python.org/pypi/pip
$ pip install SomePackage
[...]
Successfully installed SomePackage
And when you add a path to PYTHONPATH with sys, PYTHONPATH it's always restarted to default values when you close your Python shell. Check this thread:
> https://stackoverflow.com/questions/3402168/permanently-add-a-directory-to-pythonpath
First add openCV to your path (Quick guide):
> https://help.ubuntu.com/community/OpenCV
after that, install the non-python packages pyopencv depends on:
sudo apt-get build-dep python-opencv
finally, use pip:
pip install pyopencv
Also, you can check this tutorial to install openCV in ubuntu 14.04 LTS
> http://www.samontab.com/web/2014/06/installing-opencv-2-4-9-in-ubuntu-14-04-lts/
Solution 5 - Python
Try conda install -c conda-forge opencv
if you are using anaconda, it works!
Solution 6 - Python
Find where the cv2.so
is, for example /usr/local/lib/python2.7/dist-packages
, then add this into your ~/.bashrc
by doing:
sudo gedit ~/.bashrc
and add
export PYTHONPATH=/usr/local/lib/python2.7/dist-packages:$PYTHONPATH
In the last line
And then remember to open another terminal, this can be work, and I have solve my problem. Hope it can help you.
Solution 7 - Python
Verify if cv2.so did compile, should be placed in: /usr/local/lib/python2.7/site-packages Then export that path like this
export PYTHONPATH=/usr/local/lib/python2.7/site-packages:$PYTHONPATH
Same as in the answer here
Solution 8 - Python
My environment:
- Ubuntu 15.10
- Python 3.5
Since none of the previous answers worked for me, I downloaded OpenCV 3.0 from http://opencv.org/downloads.html and followed the installation manual. I used the following cmake
command:
$ ~/Programs/opencv-3.0.0$ cmake -D CMAKE_BUILD_TYPE=Release -D CMAKE_INSTALL_PREFIX=/usr/local -D PYTHON3_EXECUTABLE=/usr/bin/python3.5 -D PYTHON_INCLUDE_DIR=/usr/include/python3.5 -D PYTHON_INCLUDE_DIR2=/usr/include/x86_64-linux-gnu/python3.5m -D PYTHON_LIBRARY=/usr/lib/x86_64-linux-gnu/libpython3.5m.so -D PYTHON3_NUMPY_INCLUDE_DIRS=/usr/lib/python3/dist-packages/numpy/core/include/ -D PYTHON3_PACKAGES_PATH=/usr/lib/python3/dist-packages ..
Each step of the tutorial is important. Particularly, don't forget to call sudo make install
.
Solution 9 - Python
I found a solution in the guide here:
http://www.samontab.com/web/2014/06/installing-opencv-2-4-9-in-ubuntu-14-04-lts/
I resorted to compiling and installing from source. The process was very smooth, had I known, I would have started with that instead of trying to find a more simple way to install. Hopefully this information is helpful to someone.
Solution 10 - Python
Create a symbolic link to OpenCV. Eg:
cd ~/.virtualenvs/cv/lib/python2.7/site-packages/
ln -s /usr/local/lib/python2.7/dist-packages/cv2.so cv2.so
ln -s /usr/local/lib/python2.7/dist-packages/cv.py cv.py
Solution 11 - Python
If you really sure that you installed cv2 but it gives no module error. There is a solution for this. Probably you have cv2.so
file in your directory
/usr/local/lib/python2.7/site-packages/cv2.so
move this cv2.so
file to
/usr/lib/python2.7/site-packages
copy the file into site-packages directory
Solution 12 - Python
Its complete installation nightmare, but I'll give one more hope you can avoid building opencv from source:
pip install opencv-contrib-python
Solution 13 - Python
You can build for source following the official OpenCV tutorial. The crucial part is to set the PYTHON3_EXECUTABLE
, PYTHON_LIBRARY
, PYTHON3_PACKAGES_PATH
and PYTHON3_NUMPY_INCLUDE_DIRS
parameters for python3.6
. Here are all the steps:
-
Clone the repo
git clone https://github.com/opencv/opencv.git
-
Create
build
directorycd ~/opencv mkdir build cd build
-
Configure
cmake -D CMAKE_BUILD_TYPE=RELEASE \ -D CMAKE_INSTALL_PREFIX=/usr/local .. \ -D PYTHON_INCLUDE_DIR=/usr/include/python3.6 \ -D PYTHON_INCLUDE_DIR2=/usr/include/x86_64-linux-gnu/python3.6m \ -D BUILD_NEW_PYTHON_SUPPORT=ON \ -D BUILD_opencv_python3=ON \ -D HAVE_opencv_python3=ON \ -D INSTALL_PYTHON_EXAMPLES=ON \ -D PYTHON3_EXECUTABLE=/usr/bin/python3.6 \ -D PYTHON_DEFAULT_EXECUTABLE=/usr/bin/python3.6 \ -D PYTHON_LIBRARY=/usr/lib/x86_64-linux-gnu/libpython3.6m.so \ -D PYTHON3_PACKAGES_PATH=/usr/lib/python3/dist-packages .. \ -D PYTHON3_NUMPY_INCLUDE_DIRS=/home/user/.local/lib/python3.6/site-packages/numpy/core/include/
-
Build
make -j8
-
Install libraries
sudo make install
-
Test
python3 import cv2
If you don't get the error "No module named cv2", then the installation was successful.
Note: If you don't know the path to numpy
for the PYTHON3_NUMPY_INCLUDE_DIRS
parameter, you can find it by executing import numpy
and then numpy.__file__
in a python3 shell.
Solution 14 - Python
if you are using pycharm platform it's very simple go into
view=>tool windows==>python console
after that you will see in the bottom the console with [1] :
type this !pip install opencv-python
Solution 15 - Python
Try using:
from cv2 import cv
It works for me.
Solution 16 - Python
I tried all the other options here, but I could not get import cv2
working with Anaconda on Ubuntu. This is the only thing that helped:
pip install opencv-python
Solution 17 - Python
For those who are trying to use 3.1.0 but after installing python says "cv2 module not found".
You likely have python but not python-dev.
sudo apt-get install python-dev
then reinstall 3.1.0 and it'll work.
Solution 18 - Python
This seemed to work for me on Max OSX: https://anaconda.org/menpo/opencv3
conda install -c menpo opencv3=3.1.0
I confirmed that you can import cv2
in python using python2.7 and python3
Solution 19 - Python
For me, this problem was due to the fact that I had not appropriately sym-linked the cv2.so file in the ~/.virtualenvs/cv/lib/python3.5/site-packages
folder (the name of your virualenv may not be "cv", your version of python may not be 3.5--adjust accordingly).
If you go to the ~/.virtualenvs/cv/lib/python3.5/site-packages
folder and ls, the cv2.so file should appear in light blue (Ubuntu 16.04) showing that it is linked. You can check the link location by typing: readlink cv2.so
If cv2.so appears in red (as mine did), rm the file and type: (for my install of python 3.5)
ln -s /usr/local/lib/python3.5/dist-packages/cv2.cpython-35m-x86_64-linux-gnu.so cv2.so
OR (if you have python 3.6)
ln -s /usr/local/lib/python3.6/dist-packages/cv2.cpython-36m-x86_64-linux-gnu.so cv2.so
If you are working in python 2.6 or python 2.7, you instead type:
ln -s /usr/local/lib/python2.7/dist-packages/cv2.so cv2.so
If the cv2.so or cv2.cpython-36m-x86_64-linux-gnu.so files do not exist in your /usr/local/lib/python***/dist-packages
location, check to see if they're in a /usr/local/lib/python***/sites-packages
folder. If so, adjust the path accordingly. If not, something has gone wrong with your opencv installation.
This answer was inspired by information here: https://www.pyimagesearch.com/2016/10/24/ubuntu-16-04-how-to-install-opencv/
Solution 20 - Python
try using sudo apt install python3-opencv
it will install the latest package of open cv.
Or you could try reinstalling the opencv package. It might have got corrupted during installation.
Solution 21 - Python
Uninstall pandas, then install it again:
pip uninstall pandas
pip install pandas