Created
September 4, 2020 11:11
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Setup OpenCV with an Anaconda environment
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#!/bin/bash | |
function install_dependencies { | |
echo "installing dependencies" | |
sudo apt update | |
sudo apt install -y \ | |
build-essential \ | |
cmake \ | |
git \ | |
libgtk2.0-dev \ | |
pkg-config \ | |
libavcodec-dev \ | |
libavformat-dev \ | |
libswscale-dev \ | |
libavcodec-dev \ | |
libavformat-dev \ | |
libswscale-dev \ | |
libgstreamer-plugins-base1.0-dev \ | |
libgstreamer1.0-dev \ | |
libgtk2.0-dev \ | |
libgtk-3-dev \ | |
libpng-dev \ | |
libjpeg-dev \ | |
libopenexr-dev \ | |
libtiff-dev \ | |
libwebp-dev | |
} | |
function clone_opencv { | |
mkdir opencv/ | |
cd opencv/ || exit | |
git clone https://github.com/opencv/opencv.git | |
git checkout tags/4.4.0 | |
git clone https://github.com/opencv/opencv_contrib.git | |
cd ../ || exit | |
} | |
function build_opencv { | |
ANACONDA_ENV="$HOME/anaconda3/envs/thesis-ocv-38" | |
cd opencv/ || exit | |
mkdir build | |
cd build || exit | |
cmake \ | |
-D CMAKE_BUILD_TYPE=Release \ | |
-D CMAKE_INSTALL_PREFIX=/usr/local \ | |
-D WITH_OPENMP=ON \ | |
-D OPENCV_GENERATE_PKGCONFIG=ON \ | |
-D BUILD_opencv_python2=OFF \ | |
-D BUILD_opencv_python3=ON \ | |
-D BUILD_opencv_python_bindings_generator=ON \ | |
-D BUILD_NEW_PYTHON_SUPPORT=ON \ | |
-D PYTHON_DEFAULT_EXECUTABLE="$ANACONDA_ENV/bin/python3" \ | |
-D PYTHON3_EXECUTABLE="$ANACONDA_ENV/bin/python" \ | |
-D PYTHON3_INCLUDE_DIR="$ANACONDA_ENV/include/python3.8" \ | |
-D PYTHON3_LIBRARY="$ANACONDA_ENV/lib/libpython3.8.so" \ | |
-D PYTHON3_NUMPY_INCLUDE_DIRS="$ANACONDA_ENV/lib/python3.8/site-packages/numpy/core/include" \ | |
-D PYTHON3_PACKAGES_PATH="$ANACONDA_ENV/lib/python3.8/site-packages" \ | |
-D WITH_JULIA=ON \ | |
-D Julia_EXECUTABLE="$HOME/.julia-1.5.1/bin/julia" \ | |
-D OPENCV_EXTRA_MODULES_PATH="$PWD/../opencv_contrib/modules" \ | |
-D OPENCV_ENABLE_NONFREE=ON \ | |
../opencv/ | |
# -D JULIA_PKG_INSTALL_PATH="$HOME/.julia/packages" \ | |
make -j 8 | |
sudo make install | |
} | |
while test $# -gt 0; do | |
case "$1" in | |
--deps) | |
shift | |
install_dependencies | |
;; | |
--clone) | |
shift | |
clone_opencv | |
;; | |
--build) | |
shift | |
build_opencv | |
;; | |
--full) | |
shift | |
install_dependencies | |
clone_opencv | |
build_opencv | |
exit | |
;; | |
esac | |
done |
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