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scikit-image/scikits/image/opencv/INSTALL.txt
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You can use the setup.py in this directory to build ONLY the OpenCV stuff.
It is recommend that you use the main setup.py for the entire scikit.
To install globally::
python setup.py install
To install locally::
python setup.py install --prefix=${HOME}
# Remember to add /home/user/lib/python2.x/lib/site-packages
# to your PYTHONPATH
To compile in-place::
python setup.py build_ext -i