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Difference between revisions of "Rockpi4/dev/install-opencv"

< Rockpi4‎ | dev
(→‎Build)
(→‎Dependencies)
 
(One intermediate revision by the same user not shown)
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Download `OpenBLAS` (Basic Linear Algebra Subprograms)
 
Download `OpenBLAS` (Basic Linear Algebra Subprograms)
  
−
[http://www.openblas.net/ OpenBLAS : An optimized BLAS library]()
+
[http://www.openblas.net/ OpenBLAS : An optimized BLAS library]
  
 
     # tar && cd project dir  
 
     # tar && cd project dir  
Line 155: Line 155:
 
     cmake .. -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=ON -DCMAKE_INSTALL_PREFIX=/opt/opencv -DWITH_OPENGL=ON -DOPENCV_ENABLE_NONFREE=ON -DWITH_QT=ON -DBUILD_TESTS=OFF -DBUILD_PERF_TESTS=OFF -DOPENCV_GENERATE_PKGCONFIG=ON  -DWITH_1394=OFF -DBUILD_opencv_python2=OFF -DBUILD_opencv_python3=ON -DPYTHON3_LIBRARY=$(python3 -c "from distutils.sysconfig import get_config_var;from os.path import dirname,join ; print(join(dirname(get_config_var('LIBPC')),get_config_var('LDLIBRARY')))") -DPYTHON3_NUMPY_INCLUDE_DIRS=$(python3 -c "import numpy; print(numpy.get_include())") -DPYTHON3_PACKAGES_PATH=$(python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())")
 
     cmake .. -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=ON -DCMAKE_INSTALL_PREFIX=/opt/opencv -DWITH_OPENGL=ON -DOPENCV_ENABLE_NONFREE=ON -DWITH_QT=ON -DBUILD_TESTS=OFF -DBUILD_PERF_TESTS=OFF -DOPENCV_GENERATE_PKGCONFIG=ON  -DWITH_1394=OFF -DBUILD_opencv_python2=OFF -DBUILD_opencv_python3=ON -DPYTHON3_LIBRARY=$(python3 -c "from distutils.sysconfig import get_config_var;from os.path import dirname,join ; print(join(dirname(get_config_var('LIBPC')),get_config_var('LDLIBRARY')))") -DPYTHON3_NUMPY_INCLUDE_DIRS=$(python3 -c "import numpy; print(numpy.get_include())") -DPYTHON3_PACKAGES_PATH=$(python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())")
  
−
* `WITH_OPENGL`=ON : enables OpenGL hardware acceleration surpport
+
* ''WITH_OPENGL''=ON : enables OpenGL hardware acceleration surpport
  
−
* `CMAKE_BUILD_TYPE`=Release : or Debug if you want
+
* ''CMAKE_BUILD_TYPE''=Release : or Debug if you want
  
−
* `CMAKE_VERBOSE_MAKEFILE`=ON : easy to find errors
+
* ''CMAKE_VERBOSE_MAKEFILE''=ON : easy to find errors
  
−
* `OPENCV_ENABLE_NONFREE`=ON : Some algorithms included in the library are known to be protected by patents and are disabled by default
+
* ''OPENCV_ENABLE_NONFREE''=ON : Some algorithms included in the library are known to be protected by patents and are disabled by default
  
−
* `CMAKE_INSTALL_PREFIX`=/opt/opencv： To install produced binaries root location
+
* ''CMAKE_INSTALL_PREFIX''=/opt/opencv： To install produced binaries root location
  
−
* `WITH_QT`=ON : use Qt to draw a window
+
* ''WITH_QT''=ON : use Qt to draw a window
  
−
* `BUILD_TESTS`=OFF，`BUILD_PERF_TESTS`=OFF：shorten the build time
+
* ''BUILD_TESTS''=OFF，''BUILD_PERF_TESTS''=OFF：shorten the build time
  
−
* `OPENCV_GENERATE_PKGCONFIG`=ON： enables  `.pc`  file generation along with standard CMake package
+
* ''OPENCV_GENERATE_PKGCONFIG''=ON： enables  `.pc`  file generation along with standard CMake package
  
 
* For more information, [https://docs.opencv.org/4.6.0/db/d05/tutorial_config_reference.html OpenCV: OpenCV configuration options reference]
 
* For more information, [https://docs.opencv.org/4.6.0/db/d05/tutorial_config_reference.html OpenCV: OpenCV configuration options reference]
Line 284: Line 284:
 
check the output，install dependencies and reuse the full `cmake` command to make item to '''YES''' if it interests you  
 
check the output，install dependencies and reuse the full `cmake` command to make item to '''YES''' if it interests you  
  
−
eg. `OpenGL Support` and `OpenCL` should be '''YES''' if you want full hardware acceleration feature
+
eg. ''OpenGL Support'' and ''OpenCL'' should be '''YES''' if you want full hardware acceleration feature
  
 
After the generation, make :
 
After the generation, make :

Latest revision as of 07:27, 18 July 2022

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    ROCK Pi 4 >  Development >  Install OpenCV

This a guide to install OpenCV on your ROCK Pi 4 that running Ubuntu. All the instructions are done in terminal.

Compile OpenCV (4.0.1)

To compile OpenCV on ROCK Pi, we need at least 4GB ram and we recommend to compile on ubuntu arm64 images.

Step 1: Get Ubuntu running on ROCK Pi 4

To use OpenCV, an OS desktop is necessary. If your ROCK Pi 4 is running Ubuntu but without desktop, you can install Ubuntu mate desktop. 

   $ sudo apt install ubuntu-mate-core && sudo apt install ubuntu-mate-desktop

Step 2: Install all the recommended packages

  • Compilers: 
   $ sudo apt-get install build-essential
  • Required: 
   $ sudo apt-get install cmake git libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
  • Recommended optional packages 
   $ sudo apt-get install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libdc1394-22-dev
   $ sudo apt install libgstreamer1.0-dev libgstreamer-plugins-base1.0-dev libavresample-dev
   $ sudo apt install tesseract-ocr cmake-data liblept5

Step 3: Download OpenCV source

We suggest that you are at the home folder, so that you don't have to change the code in the next steps.

We need to download OpenCV source. OpenCV latest release: [here]. As of writing this, the latest release is 4.0.1. For the newer version, just replace the link for the source code zip file. 

   $ cd ~
   $ wget -O opencv.zip https://github.com/opencv/opencv/archive/4.0.1.zip
   $ unzip opencv.zip

And we also need to install the contribution packages of OpenCV. Here we get the latest release version: 

   $ cd ~
   $ wget -O opencv_contrib.zip https://github.com/opencv/opencv_contrib/archive/4.0.1.zip
   $ unzip opencv_contrib.zip

Step 4: Configuring and compiling

Confifure thte build using cmake: 

   $ cd ~/opencv-4.0.1/
   $ mkdir build
   $ cd build
   $ export PY_NAME=$(python -c 'from sys import version_info as v; print("python%d.%d" % v[:2])')
   $ export PY_NUMPY_DIR=$(python -c 'import os.path, numpy.core; print(os.path.dirname(numpy.core.__file__))')
   $ cmake -DCMAKE_BUILD_TYPE=RELEASE \
        -DCMAKE_INSTALL_PREFIX=/usr/local \
        \
        -DPYTHON2_EXECUTABLE=$(which python) \
        -DPYTHON_INCLUDE_DIR=/usr/include/$PY_NAME \
        -DPYTHON_INCLUDE_DIR2=/usr/include/aarch64-linux-gnu/$PY_NAME \
        -DPYTHON_LIBRARY=/usr/lib/aarch64-linux-gnu/lib$PY_NAME.so \
        -DPYTHON2_NUMPY_INCLUDE_DIRS=/usr/lib/$PY_NAME/dist-packages/numpy/core/include/ \
        \
        -DBUILD_DOCS=OFF \
        -DBUILD_EXAMPLES=OFF \
        -DBUILD_TESTS=OFF \
        -DBUILD_PERF_TESTS=OFF \
        \
        -DOPENCV_EXTRA_MODULES_PATH=../../opencv_contrib-4.0.1/modules \
        ..

Compile OpenCV in the build folder: 

   $ make -j$(nproc --all)

Install OpenCV in the build folder: 

   $ sudo make install
   $ sudo ldconfig

Step 5: Test your building and installation

To confirm that you have install ed OpenCV correctly , try this: 

   rock@linux:~$ python
   Python 2.7.15rc1 (default, Nov 12 2018, 14:31:15) 
   [GCC 7.3.0] on linux2
   Type "help", "copyright", "credits" or "license" for more information.
   >>> import cv2
   >>> cv2.__version__
   '4.0.1'
   >>>

Step6: Do the sample supported by OpenCV official

   $ cd ~/opencv-4.0.1/samples/python
   $ python watershed.py

Finally, if you don't need the files in opencv-4.0.1 or opencv_contrib-4.0.1. You can remove them: 

   $ cd ~
   $ rm -rf opencv-4.0.1 opencv_contrib-4.0.1 opencv_contrib.zip opencv.zip

If you follow the code exactly, you will find it working just fine.

Compile OpenCV (4.6.0)

Requirements

RAM >= 2G

Debian >= 10

Download Source Code

Releases - OpenCV

Dependencies

   apt install build-essential cmake pkg-config ccache git
   apt install python2 python3  python3-pip
   apt install qt5-default
   apt install libpng-dev libjpeg-dev
   apt install libeigen3-dev
   apt install ffmpeg libavcodec-dev libavformat-dev libswscale-dev libavresample-dev
   apt install libgstreamer1.0-dev libgstreamermm-1.0-dev
   apt install libgtk-3-dev libgtkglext1-dev libgtkglextmm-x11-1.2-dev
   
   pip3 install numpy

Download `OpenBLAS` (Basic Linear Algebra Subprograms)

OpenBLAS : An optimized BLAS library 

   # tar && cd project dir 
   make
   sudo make install
  • `qt5-default` may not be found in many apt source but there should be substitution
  • `build-essential` `cmake` `pkg-config` `ccache` `git` essential to build
  • `libpng-dev` `libjpeg-dev` image files surpport
  • `libeigen3-dev` linear algebra surpport
  • `ffmpeg` `libavcodec-dev` `libavformat-dev` `libswscale-dev` `libavresample-dev` video files surpport
  • `libgstreamer1.0-dev` `libgstreamermm-1.0-dev` stream media surpport
  • `libgtk-3-dev` `libgtkglext1-dev` `libgtkglextmm-x11-1.2-dev` GUI lib

Build

   # tar && cd project dir
   mkdir -p build && cd build
   # generate makefile
   cmake .. -DCMAKE_BUILD_TYPE=Release -DCMAKE_VERBOSE_MAKEFILE=ON -DCMAKE_INSTALL_PREFIX=/opt/opencv -DWITH_OPENGL=ON -DOPENCV_ENABLE_NONFREE=ON -DWITH_QT=ON -DBUILD_TESTS=OFF -DBUILD_PERF_TESTS=OFF -DOPENCV_GENERATE_PKGCONFIG=ON  -DWITH_1394=OFF -DBUILD_opencv_python2=OFF -DBUILD_opencv_python3=ON -DPYTHON3_LIBRARY=$(python3 -c "from distutils.sysconfig import get_config_var;from os.path import dirname,join ; print(join(dirname(get_config_var('LIBPC')),get_config_var('LDLIBRARY')))") -DPYTHON3_NUMPY_INCLUDE_DIRS=$(python3 -c "import numpy; print(numpy.get_include())") -DPYTHON3_PACKAGES_PATH=$(python3 -c "from distutils.sysconfig import get_python_lib; print(get_python_lib())")
  • WITH_OPENGL=ON : enables OpenGL hardware acceleration surpport
  • CMAKE_BUILD_TYPE=Release : or Debug if you want
  • CMAKE_VERBOSE_MAKEFILE=ON : easy to find errors
  • OPENCV_ENABLE_NONFREE=ON : Some algorithms included in the library are known to be protected by patents and are disabled by default
  • CMAKE_INSTALL_PREFIX=/opt/opencv： To install produced binaries root location
  • WITH_QT=ON : use Qt to draw a window
  • BUILD_TESTS=OFF，BUILD_PERF_TESTS=OFF：shorten the build time
  • OPENCV_GENERATE_PKGCONFIG=ON： enables `.pc` file generation along with standard CMake package


result output may look like below： 

   -- General configuration for OpenCV 4.6.0 =====================================
   --   Version control:               unknown
   --
   --   Platform:
   --     Timestamp:                   2022-07-13T07:48:24Z
   --     Host:                        Linux 4.4.154-116-rockchip-g86a614bc15b3 aarch64
   --     CMake:                       3.13.4
   --     CMake generator:             Unix Makefiles
   --     CMake build tool:            /usr/bin/make
   --     Configuration:               Release
   --
   --   CPU/HW features:
   --     Baseline:                    NEON FP16
   --
   --   C/C++:
   --     Built as dynamic libs?:      YES
   --     C++ standard:                11
   --     C++ Compiler:                /usr/bin/c++  (ver 8.3.0)
   --     C++ flags (Release):         -fsigned-char -W -Wall -Wreturn-type -Wnon-virtual-dtor -Waddress -Wsequence-point -Wformat -Wformat-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections    -fvisibility=hidden -fvisibility-inlines-hidden -O3 -DNDEBUG  -DNDEBUG
   --     C++ flags (Debug):           -fsigned-char -W -Wall -Wreturn-type -Wnon-virtual-dtor -Waddress -Wsequence-point -Wformat -Wformat-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wuninitialized -Wsuggest-override -Wno-delete-non-virtual-dtor -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections    -fvisibility=hidden -fvisibility-inlines-hidden -g  -O0 -DDEBUG -D_DEBUG
   --     C Compiler:                  /usr/bin/cc
   --     C flags (Release):           -fsigned-char -W -Wall -Wreturn-type -Waddress -Wsequence-point -Wformat -Wformat-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections    -fvisibility=hidden -O3 -DNDEBUG  -DNDEBUG
   --     C flags (Debug):             -fsigned-char -W -Wall -Wreturn-type -Waddress -Wsequence-point -Wformat -Wformat-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wuninitialized -Wno-comment -Wimplicit-fallthrough=3 -Wno-strict-overflow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fdata-sections    -fvisibility=hidden -g  -O0 -DDEBUG -D_DEBUG
   --     Linker flags (Release):      -Wl,--gc-sections -Wl,--as-needed -Wl,--no-undefined
   --     Linker flags (Debug):        -Wl,--gc-sections -Wl,--as-needed -Wl,--no-undefined
   --     ccache:                      YES
   --     Precompiled headers:         NO
   --     Extra dependencies:          dl m pthread rt
   --     3rdparty dependencies:
   --
   --   OpenCV modules:
   --     To be built:                 calib3d core dnn features2d flann gapi highgui imgcodecs imgproc ml objdetect photo stitching video videoio
   --     Disabled:                    world
   --     Disabled by dependency:      -
   --     Unavailable:                 java python2 python3 ts
   --     Applications:                apps
   --     Documentation:               NO
   --     Non-free algorithms:         YES
   --
   --   GUI:                           QT5
   --     QT:                          YES (ver 5.11.3 )
   --       QT OpenGL support:         YES (Qt5::OpenGL 5.11.3)
   --     GTK+:                        YES (ver 3.24.5)
   --       GThread :                  YES (ver 2.58.3)
   --       GtkGlExt:                  YES (ver 1.2.0)
   --     OpenGL support:              YES (/usr/lib/aarch64-linux-gnu/libGL.so /usr/lib/aarch64-linux-gnu/libGLU.so)
   --     VTK support:                 NO
   --
   --   Media I/O:
   --     ZLib:                        /usr/lib/aarch64-linux-gnu/libz.so (ver 1.2.11)
   --     JPEG:                        /usr/lib/aarch64-linux-gnu/libjpeg.so (ver 62)
   --     WEBP:                        build (ver encoder: 0x020f)
   --     PNG:                         /usr/lib/aarch64-linux-gnu/libpng.so (ver 1.6.36)
   --     TIFF:                        /usr/lib/aarch64-linux-gnu/libtiff.so (ver 42 / 4.1.0)
   --     JPEG 2000:                   build (ver 2.4.0)
   --     OpenEXR:                     /usr/lib/aarch64-linux-gnu/libImath.so /usr/lib/aarch64-linux-gnu/libIlmImf.so /usr/lib/aarch64-linux-gnu/libIex.so /usr/lib/aarch64-linux-gnu/libHalf.so /usr/lib/aarch64-linux-gnu/libIlmThread.so (ver 2_2)
   --     HDR:                         YES
   --     SUNRASTER:                   YES
   --     PXM:                         YES
   --     PFM:                         YES
   --
   --   Video I/O:
   --     FFMPEG:                      YES
   --       avcodec:                   YES (58.35.100)
   --       avformat:                  YES (58.20.100)
   --       avutil:                    YES (56.22.100)
   --       swscale:                   YES (5.3.100)
   --       avresample:                YES (4.0.0)
   --     GStreamer:                   YES (1.14.4)
   --     v4l/v4l2:                    YES (linux/videodev2.h)
   --
   --   Parallel framework:            pthreads
   --
   --   Trace:                         YES (with Intel ITT)
   --
   --   Other third-party libraries:
   --     Lapack:                      YES (/opt/OpenBLAS/lib/libopenblas.so)
   --     Eigen:                       YES (ver 3.3.7)
   --     Custom HAL:                  YES (carotene (ver 0.0.1))
   --     Protobuf:                    build (3.19.1)
   --
   --   OpenCL:                        YES (no extra features)
   --     Include path:                /home/rock/OpenCV/opencv-4.6.0/3rdparty/include/opencl/1.2
   --     Link libraries:              Dynamic load
   --
   --   Python 3:
   --     Interpreter:                 /usr/bin/python3 (ver 3.7.3)
   --     Libraries:                   NO
   --     numpy:                       /home/rock/.local/lib/python3.7/site-packages/numpy/core/include (ver 1.16.2)
   --     install path:                -
   --
   --   Python (for build):            /usr/bin/python2.7
   --
   --   Java:
   --     ant:                         NO
   --     JNI:                         NO
   --     Java wrappers:               NO
   --     Java tests:                  NO
   --
   --   Install to:                    /usr/local
   -- -----------------------------------------------------------------
   --
   -- Configuring done
   -- Generating done
   -- Build files have been written to: /home/rock/OpenCV/opencv-4.6.0/build

check the output，install dependencies and reuse the full `cmake` command to make item to YES if it interests you

eg. OpenGL Support and OpenCL should be YES if you want full hardware acceleration feature

After the generation, make : 

   make all
   #or make all -j$(grep -c ^processor /proc/cpuinfo)
   make install

Troubleshooting

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