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  • trying to make OpenCV 3.2.0 work with virtualenv

    24 juillet 2017, par lollercoaster

    I’m on Ubuntu 16.04 with Python 2.7 and virtualenv & virtualenvwrapper.

    By following this guide I managed to get the following script working with my system Python2.7 which has cv2 globally installed.

    I used this script to install it :

    ######################################
    # INSTALL OPENCV ON UBUNTU OR DEBIAN #
    ######################################

    # |         THIS SCRIPT IS TESTED CORRECTLY ON         |
    # |----------------------------------------------------|
    # | OS             | OpenCV       | Test | Last test   |
    # |----------------|--------------|------|-------------|
    # | Ubuntu 16.04.2 | OpenCV 3.2.0 | OK   | 20 May 2017 |
    # | Debian 8.8     | OpenCV 3.2.0 | OK   | 20 May 2017 |
    # | Debian 9.0     | OpenCV 3.2.0 | OK   | 25 Jun 2017 |

    # 1. KEEP UBUNTU OR DEBIAN UP TO DATE

    sudo apt-get -y update
    sudo apt-get -y upgrade
    sudo apt-get -y dist-upgrade
    sudo apt-get -y autoremove


    # 2. INSTALL THE DEPENDENCIES

    # Build tools:
    sudo apt-get install -y build-essential cmake

    # GUI (if you want to use GTK instead of Qt, replace 'qt5-default' with 'libgtkglext1-dev' and remove '-DWITH_QT=ON' option in CMake):
    sudo apt-get install -y qt5-default libvtk6-dev

    # Media I/O:
    sudo apt-get install -y zlib1g-dev libjpeg-dev libwebp-dev libpng-dev libtiff5-dev libjasper-dev libopenexr-dev libgdal-dev

    # Video I/O:
    sudo apt-get install -y libdc1394-22-dev libavcodec-dev libavformat-dev libswscale-dev libtheora-dev libvorbis-dev libxvidcore-dev libx264-dev yasm libopencore-amrnb-dev libopencore-amrwb-dev libv4l-dev libxine2-dev

    # Parallelism and linear algebra libraries:
    sudo apt-get install -y libtbb-dev libeigen3-dev

    # Python:
    sudo apt-get install -y python-dev python-tk python-numpy python3-dev python3-tk python3-numpy

    # Documentation:
    sudo apt-get install -y doxygen

    # UI stuff
    sudo apt-get install libgtk-3-dev libatlas-base-dev gfortran


    # 3. INSTALL THE LIBRARY (YOU CAN CHANGE '3.2.0' FOR THE LAST STABLE VERSION)
    sudo apt-get install -y unzip wget

    # opencv contrib
    wget https://github.com/opencv/opencv_contrib/archive/3.2.0.zip -O opencv_contrib-3.2.0.zip
    unzip opencv_contrib-3.2.0.zip
    rm opencv_contrib-3.2.0.zip

    # opencv
    wget https://github.com/opencv/opencv/archive/3.2.0.zip
    unzip 3.2.0.zip
    rm 3.2.0.zip
    mv opencv-3.2.0 OpenCV-3.2.0
    cd OpenCV-3.2.0

    mkdir build
    cd build
    cmake -D WITH_QT=ON \
       -D WITH_OPENGL=ON \
       -D FORCE_VTK=ON \
       -D WITH_TBB=ON \
       -D WITH_GDAL=ON \
       -D WITH_XINE=ON \
       -D BUILD_EXAMPLES=ON \
       -D INSTALL_PYTHON_EXAMPLES=ON \
       -D ENABLE_PRECOMPILED_HEADERS=OFF \
       -D BUILD_NEW_PYTHON_SUPPORT=ON \
       ..

    make -j4
    sudo make install
    sudo ldconfig


    # 4. EXECUTE SOME OPENCV EXAMPLES AND COMPILE A DEMONSTRATION

    # To complete this step, please visit 'http://milq.github.io/install-opencv-ubuntu-debian'.

    The following script below works great with that system-wide installation :

    import cv2

    img = cv2.imread('some_img.jpg')

    Though this one doesn’t - even the system Python can’t read videos for some reason...

    import cv2

    video_capture = cv2.VideoCapture(0)
    ret, frame = video_capture.read()
    print ret  # always False

    but I want it to work with my virtualenv. So I recompiled OpenCV with :

    cmake -D WITH_QT=ON \
       -D WITH_OPENGL=ON \
       -D FORCE_VTK=ON \
       -D WITH_TBB=ON \
       -D WITH_GDAL=ON \
       -D WITH_XINE=ON \
       -D BUILD_EXAMPLES=ON \
       -D INSTALL_PYTHON_EXAMPLES=ON \
       -D ENABLE_PRECOMPILED_HEADERS=OFF \
       -D BUILD_NEW_PYTHON_SUPPORT=ON \
       -D OPENCV_EXTRA_MODULES_PATH=/home/me/code/myproject/opencv_contrib-3.2.0/modules \
       -D PYTHON_EXECUTABLE=~/.envs/myenv/bin/python \
       ..

    make -j4
    sudo make install
    sudo ldconfig

    Here’s the CMake log :

    -- Found VTK ver. 6.2.0 (usefile: /usr/lib/cmake/vtk-6.2/UseVTK.cmake)
    -- Caffe:   NO
    -- Protobuf:   YES
    -- Glog:   NO
    -- freetype2:   YES
    -- harfbuzz:    YES
    -- Module opencv_sfm disabled because the following dependencies are not found: Glog/Gflags
    -- freetype2:   YES
    -- harfbuzz:    YES
    -- Checking for modules 'tesseract;lept'
    --   No package 'tesseract' found
    --   No package 'lept' found
    -- Tesseract:   NO
    -- Check contents of vgg_generated_48.i ...
    -- Check contents of vgg_generated_64.i ...
    -- Check contents of vgg_generated_80.i ...
    -- Check contents of vgg_generated_120.i ...
    -- Check contents of boostdesc_bgm.i ...
    -- Check contents of boostdesc_bgm_bi.i ...
    -- Check contents of boostdesc_bgm_hd.i ...
    -- Check contents of boostdesc_binboost_064.i ...
    -- Check contents of boostdesc_binboost_128.i ...
    -- Check contents of boostdesc_binboost_256.i ...
    -- Check contents of boostdesc_lbgm.i ...
    --
    -- General configuration for OpenCV 3.2.0 =====================================
    --   Version control:               817bd7b-dirty
    --
    --   Extra modules:
    --     Location (extra):            /home/me/code/myproject/opencv_contrib-3.2.0/modules
    --     Version control (extra):     817bd7b-dirty
    --
    --   Platform:
    --     Timestamp:                   2017-07-20T18:25:26Z
    --     Host:                        Linux 4.8.0-58-generic x86_64
    --     CMake:                       3.5.1
    --     CMake generator:             Unix Makefiles
    --     CMake build tool:            /usr/bin/make
    --     Configuration:               Release
    --
    --   C/C++:
    --     Built as dynamic libs?:      YES
    --     C++ Compiler:                /usr/bin/c++  (ver 5.4.0)
    --     C++ flags (Release):         -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wno-narrowing -Wno-delete-non-virtual-dtor -Wno-comment -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -msse -msse2 -mno-avx -msse3 -mno-ssse3 -mno-sse4.1 -mno-sse4.2 -ffunction-sections -fvisibility=hidden -fvisibility-inlines-hidden -O3 -DNDEBUG  -DNDEBUG
    --     C++ flags (Debug):           -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -Wno-narrowing -Wno-delete-non-virtual-dtor -Wno-comment -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -msse -msse2 -mno-avx -msse3 -mno-ssse3 -mno-sse4.1 -mno-sse4.2 -ffunction-sections -fvisibility=hidden -fvisibility-inlines-hidden -g  -O0 -DDEBUG -D_DEBUG
    --     C Compiler:                  /usr/bin/cc
    --     C flags (Release):           -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wno-narrowing -Wno-comment -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -msse -msse2 -mno-avx -msse3 -mno-ssse3 -mno-sse4.1 -mno-sse4.2 -ffunction-sections -fvisibility=hidden -O3 -DNDEBUG  -DNDEBUG
    --     C flags (Debug):             -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -Wno-narrowing -Wno-comment -fdiagnostics-show-option -Wno-long-long -pthread -fomit-frame-pointer -msse -msse2 -mno-avx -msse3 -mno-ssse3 -mno-sse4.1 -mno-sse4.2 -ffunction-sections -fvisibility=hidden -g  -O0 -DDEBUG -D_DEBUG
    --     Linker flags (Release):
    --     Linker flags (Debug):
    --     ccache:                      NO
    --     Precompiled headers:         NO
    --     Extra dependencies:          Qt5::Test Qt5::Concurrent Qt5::OpenGL /usr/lib/x86_64-linux-gnu/libwebp.so /usr/lib/x86_64-linux-gnu/libjasper.so /usr/lib/x86_64-linux-gnu/libImath.so /usr/lib/x86_64-linux-gnu/libIlmImf.so /usr/lib/x86_64-linux-gnu/libIex.so /usr/lib/x86_64-linux-gnu/libHalf.so /usr/lib/x86_64-linux-gnu/libIlmThread.so /usr/lib/libgdal.so dc1394 xine avcodec-ffmpeg avformat-ffmpeg avutil-ffmpeg swscale-ffmpeg Qt5::Core Qt5::Gui Qt5::Widgets /usr/lib/x86_64-linux-gnu/hdf5/serial/lib/libhdf5.so /usr/lib/x86_64-linux-gnu/libpthread.so /usr/lib/x86_64-linux-gnu/libsz.so /usr/lib/x86_64-linux-gnu/libdl.so /usr/lib/x86_64-linux-gnu/libm.so vtkRenderingOpenGL vtkImagingHybrid vtkIOImage vtkCommonDataModel vtkCommonMath vtkCommonCore vtksys vtkCommonMisc vtkCommonSystem vtkCommonTransforms vtkCommonExecutionModel vtkDICOMParser vtkIOCore /usr/lib/x86_64-linux-gnu/libz.so vtkmetaio /usr/lib/x86_64-linux-gnu/libjpeg.so /usr/lib/x86_64-linux-gnu/libpng.so /usr/lib/x86_64-linux-gnu/libtiff.so vtkImagingCore vtkRenderingCore vtkCommonColor vtkFiltersExtraction vtkFiltersCore vtkFiltersGeneral vtkCommonComputationalGeometry vtkFiltersStatistics vtkImagingFourier vtkalglib vtkFiltersGeometry vtkFiltersSources vtkInteractionStyle vtkRenderingLOD vtkFiltersModeling vtkIOPLY vtkIOGeometry /usr/lib/x86_64-linux-gnu/libjsoncpp.so vtkFiltersTexture vtkRenderingFreeType /usr/lib/x86_64-linux-gnu/libfreetype.so vtkftgl vtkIOExport vtkRenderingAnnotation vtkImagingColor vtkRenderingContext2D vtkRenderingGL2PS vtkRenderingContextOpenGL /usr/lib/libgl2ps.so vtkRenderingLabel dl m pthread rt /usr/lib/x86_64-linux-gnu/libGLU.so /usr/lib/x86_64-linux-gnu/libGL.so tbb
    --     3rdparty dependencies:       libprotobuf
    --
    --   OpenCV modules:
    --     To be built:                 core flann hdf imgproc ml photo reg surface_matching video viz dnn freetype fuzzy imgcodecs shape videoio highgui objdetect plot superres ts xobjdetect xphoto bgsegm bioinspired dpm face features2d line_descriptor saliency text calib3d ccalib cvv datasets rgbd stereo tracking videostab xfeatures2d ximgproc aruco optflow phase_unwrapping stitching structured_light java python2 python3
    --     Disabled:                    world contrib_world
    --     Disabled by dependency:      -
    --     Unavailable:                 cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudaoptflow cudastereo cudawarping cudev cnn_3dobj matlab sfm
    --
    --   GUI:
    --     QT 5.x:                      YES (ver 5.5.1)
    --     QT OpenGL support:           YES (Qt5::OpenGL 5.5.1)
    --     OpenGL support:              YES (/usr/lib/x86_64-linux-gnu/libGLU.so /usr/lib/x86_64-linux-gnu/libGL.so)
    --     VTK support:                 YES (ver 6.2.0)
    --
    --   Media I/O:
    --     ZLib:                        /usr/lib/x86_64-linux-gnu/libz.so (ver 1.2.8)
    --     JPEG:                        /usr/lib/x86_64-linux-gnu/libjpeg.so (ver )
    --     WEBP:                        /usr/lib/x86_64-linux-gnu/libwebp.so (ver encoder: 0x0202)
    --     PNG:                         /usr/lib/x86_64-linux-gnu/libpng.so (ver 1.2.54)
    --     TIFF:                        /usr/lib/x86_64-linux-gnu/libtiff.so (ver 42 - 4.0.6)
    --     JPEG 2000:                   /usr/lib/x86_64-linux-gnu/libjasper.so (ver 1.900.1)
    --     OpenEXR:                     /usr/lib/x86_64-linux-gnu/libImath.so /usr/lib/x86_64-linux-gnu/libIlmImf.so /usr/lib/x86_64-linux-gnu/libIex.so /usr/lib/x86_64-linux-gnu/libHalf.so /usr/lib/x86_64-linux-gnu/libIlmThread.so (ver 2.2.0)
    --     GDAL:                        /usr/lib/libgdal.so
    --     GDCM:                        NO
    --
    --   Video I/O:
    --     DC1394 1.x:                  NO
    --     DC1394 2.x:                  YES (ver 2.2.4)
    --     FFMPEG:                      YES
    --       avcodec:                   YES (ver 56.60.100)
    --       avformat:                  YES (ver 56.40.101)
    --       avutil:                    YES (ver 54.31.100)
    --       swscale:                   YES (ver 3.1.101)
    --       avresample:                NO
    --     GStreamer:                   NO
    --     OpenNI:                      NO
    --     OpenNI PrimeSensor Modules:  NO
    --     OpenNI2:                     NO
    --     PvAPI:                       NO
    --     GigEVisionSDK:               NO
    --     Aravis SDK:                  NO
    --     UniCap:                      NO
    --     UniCap ucil:                 NO
    --     V4L/V4L2:                    NO/YES
    --     XIMEA:                       NO
    --     Xine:                        YES (ver 1.2.6)
    --     gPhoto2:                     NO
    --
    --   Parallel framework:            TBB (ver 4.4 interface 9002)
    --
    --   Other third-party libraries:
    --     Use IPP:                     9.0.1 [9.0.1]
    --          at:                     /home/me/code/myproject/OpenCV-3.2.0/build/3rdparty/ippicv/ippicv_lnx
    --     Use IPP Async:               NO
    --     Use VA:                      NO
    --     Use Intel VA-API/OpenCL:     NO
    --     Use Lapack:                  NO
    --     Use Eigen:                   YES (ver 3.2.92)
    --     Use Cuda:                    NO
    --     Use OpenCL:                  YES
    --     Use OpenVX:                  NO
    --     Use custom HAL:              NO
    --
    --   OpenCL:                        <dynamic loading="loading" of="of" opencl="opencl" library="library">
    --     Include path:                /home/me/code/myproject/OpenCV-3.2.0/3rdparty/include/opencl/1.2
    --     Use AMDFFT:                  NO
    --     Use AMDBLAS:                 NO
    --
    --   Python 2:
    --     Interpreter:                 /home/me/.envs/myenv/bin/python (ver 2.7.12)
    --     Libraries:                   /usr/lib/x86_64-linux-gnu/libpython2.7.so (ver 2.7.12)
    --     numpy:                       /home/me/.envs/myenv/local/lib/python2.7/site-packages/numpy/core/include (ver 1.13.1)
    --     packages path:               lib/python2.7/site-packages
    --
    --   Python 3:
    --     Interpreter:                 /usr/bin/python3 (ver 3.5.2)
    --     Libraries:                   /usr/lib/x86_64-linux-gnu/libpython3.5m.so (ver 3.5.2)
    --     numpy:                       /usr/lib/python3/dist-packages/numpy/core/include (ver 1.11.0)
    --     packages path:               lib/python3.5/dist-packages
    --
    --   Python (for build):            /home/me/.envs/myenv/bin/python
    --
    --   Java:
    --     ant:                         /usr/bin/ant (ver 1.9.6)
    --     JNI:                         /usr/lib/jvm/default-java/include /usr/lib/jvm/default-java/include/linux /usr/lib/jvm/default-java/include
    --     Java wrappers:               YES
    --     Java tests:                  YES
    --
    --   Matlab:                        Matlab not found or implicitly disabled
    --
    --   Documentation:
    --     Doxygen:                     /usr/bin/doxygen (ver 1.8.11)
    --
    --   Tests and samples:
    --     Tests:                       YES
    --     Performance tests:           YES
    --     C/C++ Examples:              YES
    --
    --   Install path:                  /usr/local
    --
    --   cvconfig.h is in:              /home/me/code/myproject/OpenCV-3.2.0/build
    -- -----------------------------------------------------------------
    --
    </dynamic>

    Unfortunately, while this works and I can import cv2 in the shell, it cannot read video using the above script, probably due to incorrect compilation or linking of ffmpeg ? The confusing part is the system-wide installation of OpenCV works fine, even without ffmpeg installed !

    What am I doing wrong ? How can I get OpenCV working with a virtualenv ?

    ====

    EDIT : Running the C++ video writing example has this result :

    $ cd /home/me/code/myproject/OpenCV-3.2.0/build/bin
    $ ./cpp-tutorial-video-write ../../samples/data/vtest.avi R Y
    ------------------------------------------------------------------------------
    This program shows how to write video files.
    You can extract the R or G or B color channel of the input video.
    Usage:
    ./video-write  [ R | G | B] [Y | N]
    ------------------------------------------------------------------------------

    OpenCV: FFMPEG: tag 0xffffffff/'����' is not found (format 'avi / AVI (Audio Video Interleaved)')'

    (cpp-tutorial-video-write:19523): GStreamer-CRITICAL **: gst_element_make_from_uri: assertion 'gst_uri_is_valid (uri)' failed
    OpenCV Error: Unsupported format or combination of formats (Gstreamer Opencv backend does not support this codec.) in CvVideoWriter_GStreamer::open, file /home/me/code/myproject/OpenCV-3.2.0/modules/videoio/src/cap_gstreamer.cpp, line 1388
    VIDEOIO(cvCreateVideoWriter_GStreamer(filename, fourcc, fps, frameSize, is_color)): raised OpenCV exception:

    /home/me/code/myproject/OpenCV-3.2.0/modules/videoio/src/cap_gstreamer.cpp:1388: error: (-210) Gstreamer Opencv backend does not support this codec. in function CvVideoWriter_GStreamer::open

    Could not open the output video for write: ../../samples/data/vtest.avi

    And the opencv_test_videoio unit test reports the following : https://pastebin.com/q4mf224Q

    However, running the c++ video starter example DOES work, with the following command and output, I can see the webcam working and streaming video in the highgui interface :

    $ ./cpp-example-videocapture_starter 0
    VIDEOIO ERROR: V4L: device 0: Unable to query number of channels
    (ERROR)icvOpenAVI_XINE(): Unable to initialize video driver.
    GStreamer: Error opening bin: no element "0"
    press space to save a picture. q or esc to quit
    init done
    opengl support available
  • Piwik Analytics and becoming a Piwik Certified Professional

    10 juillet 2017, par Piwik Core Team — About

    Digital Analytics software

    Piwik Analytics is the leading open source digital analytics software, offering users around the world an opportunity to liberate their analytics. Most recently, they have introduced the Piwik Certified Professional certification exam which now allows users to become qualified in Piwik Analytics software on an individual level to gain a deeper understanding of Piwik. In this blog post I will guide you through the topics that are covered during the exam and provide you with advice on taking the official Piwik Certified Professional exam.

    Piwik Certified Professional Program.png

    Piwik certification exam

    Taking the exam will cost you a maximum investment of 60 minutes of your time, besides learning all materials of course. The exam consists of 55 multiple choice questions with four answers to choose from. The score needed to pass is 80% (44 questions answered correctly) and the cost is 50 USD total. An earned certificate is valid for 18 months, before these eighteen months are over a person should pass the exam again in order to retain the certified status.

    Learning topics

    The exam consists of two sections. The main section is focused on the Piwik Analytics software itself while the second part relates to digital analytics in general. All topics and content covered about Piwik Analytics is available through the official Piwik user guides. The second section tests your experience as a digital analyst, online marketer or any other function title in which you work with Piwik Analytics. In this case, the general digital analytics questions should be quite straightforward and easy to answer, and cover only a fraction of the total questions in the exam (around 10% with 5-7 general questions). An outline of all exam topics are listed below :

    • A Tour of Piwik
    • Track Goals and Measure Conversions
    • Event Tracking
    • Content Tracking
    • Ecommerce Analytics
    • Row Evolution – View and compare historical data
    • Segmentation – Compare segments of visitors
    • Visitors Maps – World, region, city
    • Real Time Visitor World Map
    • Real Time Analytics
    • The Visitor Profile
    • Site speed and Page speed
    • Site Search Tracking and Reporting
    • Transitions – Analyze the previous and following actions of your visitors for each page
    • Page Overlay
    • Custom Variables Analytics
    • Custom Dimensions
    • User ID
    • Annotating your data
    • Tracking Campaigns
    • URL Builder for Marketing Campaign Tracking

    The best way to prepare for the exam is read the entire Piwik user guides. You should definitely read the “Analytics Features” section since most questions of the Piwik Certified Professional – Digital Analytics exam that will be asked come from these sections. Furthermore you should be able to find your way around in Piwik at a basic level which means you know what the reports mean and where to find certain information. In addition, some basic knowledge regarding the settings is useful too. The exam is definitely not a technical implementation exam so no coding knowledge or any other deeply technical knowledge regarding Piwik is required.

    Finally, some general questions will be asked regarding digital analytics covering topics about KPI’s and the role of the analyst within an organization. While Piwik provides some links to articles by Avinash Kaushik covering these topics, you will not be able to learn these topics just by reading. When you have some experience with digital analytics you should be able to answer these general digital analytics questions with common sense and (even basic) experience as a digital analyst, analytics consultant, online marketer or any other related job whereby you work with Piwik.

    Taking the exam

    With 55 questions to be answered in 60 minutes the key to passing the exam is to keep moving. You have about 1 minute and 5 seconds to answer each question. This means that you should focus on the easiest questions first and return later to the questions that are a bit more challenging to answer. Keep an eye on the timer that will be displayed in the exam window. When the time expires or you click ‘Finish test’ your exam will end and be automatically submitted for review. Remember to first check all questions and answers before you click on the ‘Finish test’ button. If you click too soon and you still haven’t answered all questions, all unanswered questions will be marked as incorrect.

    During the test, no hard copy or online materials may be referenced. As you can imagine, it is almost impossible to check if users reference these kind of materials. However, be aware of the penalty system that is in place during the test. When a user leaves from the active test screen to another screen (i.e. a different browser tab) the screen turns red and provides a warning count when the user returns to the test screen again. You will have three warnings, after this your test will be submitted and graded as false. Furthermore, keep in mind you will have to do the test in one go and cannot pause and come back another time.

    Practice makes perfect

    Below I have included some example questions that could be asked during the exam. These questions do not necessarily represent how Piwik will test you on these topics.

    • What is the default report date that is selected by Piwik ?
    • Why would someone flatten a report in Piwik ?
    • Why would a user especially use the Page Overlay report ?
    • What are the three main Ecommerce interactions tracked with Piwik ?
    • What is an example of an anonymized IP address in Piwik ?

    Passing the Piwik Certified Professional – Digital Analytics exam

    Directly after submitting the exam you will receive a notification telling you whether or not you have passed the exam. If you pass, you will be able to download your personal certification right away. A report of your exam performance will also be available. This report lists the amount of correct answers and total questions by topic. The report with your exam performance is also available if you did not pass the exam. The certificate is valid for 18 months from the date of successful completion.

    Sometimes the difference between passing and failing can be a matter of how you interpret some of Piwik’s questions. There are several tricky questions included, so be sure to pay attention to detail on every question. If you fail, you may take the exam again. You will have to pay the 50 USD fee for each try, so do your best to pass it the first time.

    → Register to become a Piwik Certified Professional.

    We wish you the best of luck and happy analytics !

  • Opencv crosscompile with ffmpeg and other 3rdparty for arm board

    16 juin 2017, par Little Tooth

    After buliding Qt5.5.1 for my arm board sucessfully, I am taking up to crosscompile opencv. Here are the steps :

    First, I crosscompile 3rdparty :

    a.libz

    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -zvxf zlib-1.2.8.tar.gz
    lmk@lmk-virtual-machine:/home/newdisk$ cd zlib-1.2.8
    lmk@lmk-virtual-machine:/home/newdisk/zlib-1.2.8$ sudo ./configure --prefix=/home/newdisk/optnew/opencv-rely -shared
    lmk@lmk-virtual-machine:/home/newdisk/zlib-1.2.8$ sudo vi Makefile

    and etit Makefile in some details :

    #Makefile
    CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc
    LDSHARED= /home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc -shared -Wl,-soname,libz.so.1,--version-script,zlib.map
    AR=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-ar
    RANLIB=arm-linux-ranlib

    the last step is run make and make install :

    lmk@lmk-virtual-machine:/home/newdisk/zlib-1.2.8$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/zlib-1.2.8$ sudo make install

    b.libjpeg

    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -zvxf jpegsrc.v9.tar.gz
    lmk@lmk-virtual-machine:/home/newdisk$ cd jpeg-9
    lmk@lmk-virtual-machine:/home/newdisk/jpeg-9$ sudo CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc ./configure --host=arm-linux --prefix=/home/newdisk/optnew/opencv-rely --enable-shared --enable-static
    lmk@lmk-virtual-machine:/home/newdisk/jpeg-9$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/jpeg-9$ sudo make install

    c.libpng

    lmk@lmk-virtual-machine:/home/newdisk$ sudo xz -d libpng-1.6.29.tar.xz
    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -xvf libpng-1.6.29.tar
    lmk@lmk-virtual-machine:/home/newdisk$ cd libpng-1.6.29
    lmk@lmk-virtual-machine:/home/newdisk/libpng-1.6.29$ sudo CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc ./configure --host=arm-linux --prefix=/home/newdisk/optnew/opencv-rely --enable-shared --enable-static
    lmk@lmk-virtual-machine:/home/newdisk/libpng-1.6.29$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/libpng-1.6.29$ sudo make install

    d.yasm

    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -zvxf yasm-1.3.0.tar.gz
    lmk@lmk-virtual-machine:/home/newdisk$ cd yasm-1.3.0
    lmk@lmk-virtual-machine:/home/newdisk/yasm-1.3.0$ sudo CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc ./configure --prefix=/home/newdisk/optnew/opencv-rely --host=arm-linux
    lmk@lmk-virtual-machine:/home/newdisk/yasm-1.3.0$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/yasm-1.3.0$ sudo make install

    e.libx264

    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -jxvf last_x264.tar.bz2
    lmk@lmk-virtual-machine:/home/newdisk$ cd x264-snapshot-20170612-2245
    lmk@lmk-virtual-machine:/home/newdisk/x264-snapshot-20170612-2245$ sudo CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc ./configure --enable-shared --host=arm-linux --disable-asm --prefix=/home/newdisk/optnew/opencv-rely
    lmk@lmk-virtual-machine:/home/newdisk/x264-snapshot-20170612-2245$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/x264-snapshot-20170612-2245$ sudo make install

    f.libxvid

    lmk@lmk-virtual-machine:/home/newdisk$ cd xvidcore-1.3.3
    lmk@lmk-virtual-machine:/home/newdisk/xvidcore-1.3.3$ cd build/generic
    lmk@lmk-virtual-machine:/home/newdisk/xvidcore-1.3.3/build/generic$ sudo CC=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc ./configure --prefix=/home/newdisk/optnew/opencv-rely --host=arm-linux  --disable-assembly
    lmk@lmk-virtual-machine:/home/newdisk/xvidcore-1.3.3/build/generic$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/xvidcore-1.3.3/build/generic$ sudo make install

    g.ffmpeg

    lmk@lmk-virtual-machine:/home/newdisk$ sudo tar -jvxf ffmpeg-3.3.2.tar.bz2
    lmk@lmk-virtual-machine:/home/newdisk$ cd ffmpeg-3.3.2
    lmk@lmk-virtual-machine:/home/newdisk/ffmpeg-3.3.2$
    sudo ./configure --prefix=/home/newdisk/optnew/opencv-rely --enable-shared --disable-static --enable-gpl --enable-cross-compile  --arch=arm --disable-stripping --target-os=linux --enable-libx264 --enable-libxvid --cc=/home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-none-linux-gnueabi-gcc --enable-swscale --extra-ldflags=-L/home/newdisk/optnew/opencv-rely/lib --extra-cflags=-I/home/newdisk/optnew/opencv-rely/include
    lmk@lmk-virtual-machine:/home/newdisk/ffmpeg-3.3.2$ sudo make
    lmk@lmk-virtual-machine:/home/newdisk/ffmpeg-3.3.2$ sudo make install

    There is no problem in 3rdparty crosscompile.
    Next, opencv crosscompile :

    lmk@lmk-virtual-machine:/home/newdisk$ sudo unzip opencv-3.1.0.zip
    lmk@lmk-virtual-machine:/home/newdisk$ cd opencv-3.1.0
    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0$ sudo mkdir BuildOpencv
    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0$ cd BuildOpencv
    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0/BuildOpencv$ sudo vim toolchain.cmake
    #toolchain.cmake
    ###########user defined#############
    set( CMAKE_SYSTEM_NAME Linux )
    set( CMAKE_SYSTEM_PROCESSOR arm )
    set( CMAKE_C_COMPILER /home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-linux-gcc )
    set( CMAKE_CXX_COMPILER /home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-linux-g++ )
    ###########user defined#############
    set( CMAKE_FIND_ROOT_PATH /home/newdisk/optnew/opencv-rely)
    set( CMAKE_FIND_ROOT_PATH_MODE_PROGRAM NEVER )
    set( CMAKE_FIND_ROOT_PATH_MODE_LIBRARY ONLY)
    set( CMAKE_FIND_ROOT_PATH_MODE_INCLUDE ONLY)
    ######################################

    Then I run cmake :

    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0/BuildOpencv$ sudo cmake -DCMAKE_TOOLCHAIN_FILE=toolchain.cmake ../

    Here is the result:

    -- Detected version of GNU GCC: 45 (405)
    -- Found ZLIB: /home/newdisk/optnew/opencv-rely/lib/libz.so (found suitable version "1.2.8", minimum required is "1.2.3")
    -- Could NOT find TIFF (missing:  TIFF_LIBRARY TIFF_INCLUDE_DIR)
    -- Could NOT find Jasper (missing:  JASPER_LIBRARIES) (found version "1.900.1")
    -- Found ZLIB: /home/newdisk/optnew/opencv-rely/lib/libz.so (found version "1.2.8")
    -- checking for module 'gtk+-3.0'
    --   package 'gtk+-3.0' not found
    -- checking for module 'gstreamer-base-1.0'
    --   package 'gstreamer-base-1.0' not found
    -- checking for module 'gstreamer-video-1.0'
    --   package 'gstreamer-video-1.0' not found
    -- checking for module 'gstreamer-app-1.0'
    --   package 'gstreamer-app-1.0' not found
    -- checking for module 'gstreamer-riff-1.0'
    --   package 'gstreamer-riff-1.0' not found
    -- checking for module 'gstreamer-pbutils-1.0'
    --   package 'gstreamer-pbutils-1.0' not found
    -- checking for module 'gstreamer-base-0.10'
    --   package 'gstreamer-base-0.10' not found
    -- checking for module 'gstreamer-video-0.10'
    --   package 'gstreamer-video-0.10' not found
    -- checking for module 'gstreamer-app-0.10'
    --   package 'gstreamer-app-0.10' not found
    -- checking for module 'gstreamer-riff-0.10'
    --   package 'gstreamer-riff-0.10' not found
    -- checking for module 'gstreamer-pbutils-0.10'
    --   package 'gstreamer-pbutils-0.10' not found
    -- Looking for linux/videodev.h
    -- Looking for linux/videodev.h - found
    -- Looking for linux/videodev2.h
    -- Looking for linux/videodev2.h - found
    -- Looking for sys/videoio.h
    -- Looking for sys/videoio.h - not found
    -- checking for module 'libavresample'
    --   package 'libavresample' not found
    -- Looking for libavformat/avformat.h
    -- Looking for libavformat/avformat.h - not found
    -- Looking for ffmpeg/avformat.h
    -- Looking for ffmpeg/avformat.h - not found
    -- checking for module 'libgphoto2'
    --   package 'libgphoto2' not found
    -- Could NOT find Doxygen (missing:  DOXYGEN_EXECUTABLE)
    -- To enable PlantUML support, set PLANTUML_JAR environment variable or pass -DPLANTUML_JAR=<filepath> option to cmake
    -- Found PythonInterp: /usr/bin/python2.7 (found suitable version "2.7.6", minimum required is "2.7")
    -- Could NOT find PythonLibs (missing:  PYTHON_LIBRARIES) (found suitable version "2.7.6", minimum required is "2.7")
    -- Cannot probe for Python/Numpy support (because we are cross-compiling OpenCV)
    -- If you want to enable Python/Numpy support, set the following variables:
    --   PYTHON2_INCLUDE_PATH
    --   PYTHON2_LIBRARIES
    --   PYTHON2_NUMPY_INCLUDE_DIRS
    --   PYTHON3_INCLUDE_PATH
    --   PYTHON3_LIBRARIES
    --   PYTHON3_NUMPY_INCLUDE_DIRS
    -- Found PythonInterp: /usr/bin/python3.4 (found suitable version "3.4.3", minimum required is "3.4")
    -- Could NOT find PythonLibs (missing:  PYTHON_LIBRARIES) (Required is at least version "3.4")
    -- Cannot probe for Python/Numpy support (because we are cross-compiling OpenCV)
    -- If you want to enable Python/Numpy support, set the following variables:
    --   PYTHON2_INCLUDE_PATH
    --   PYTHON2_LIBRARIES
    --   PYTHON2_NUMPY_INCLUDE_DIRS
    --   PYTHON3_INCLUDE_PATH
    --   PYTHON3_LIBRARIES
    --   PYTHON3_NUMPY_INCLUDE_DIRS
    -- Could NOT find JNI (missing:  JAVA_AWT_LIBRARY JAVA_JVM_LIBRARY JAVA_INCLUDE_PATH JAVA_INCLUDE_PATH2 JAVA_AWT_INCLUDE_PATH)
    -- Could NOT find Matlab (missing:  MATLAB_MEX_SCRIPT MATLAB_INCLUDE_DIRS MATLAB_ROOT_DIR MATLAB_LIBRARIES MATLAB_LIBRARY_DIRS MATLAB_MEXEXT MATLAB_ARCH MATLAB_BIN)
    --
    -- General configuration for OpenCV 3.1.0
    =====================================
    --   Version control:               unknown
    --
    --   Platform:
    --     Host:                        Linux 3.16.0-77-generic i686
    --     Target:                      Linux arm
    --     CMake:                       2.8.12.2
    --     CMake generator:             Unix Makefiles
    --     CMake build tool:            /usr/bin/make
    --     Configuration:               Release
    --
    --   C/C++:
    --     Built as dynamic libs?:      YES
    --     C++ Compiler:                /home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-linux-g++  (ver 4.5.1)
    --     C++ flags (Release):         -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fvisibility=hidden -fvisibility-inlines-hidden -O3 -DNDEBUG  -DNDEBUG
    --     C++ flags (Debug):           -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wundef -Winit-self -Wpointer-arith -Wshadow -Wsign-promo -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fvisibility=hidden -fvisibility-inlines-hidden -g  -O0 -DDEBUG -D_DEBUG
    --     C Compiler:                  /home/newdisk/optnew/opt/FriendlyARM/toolschain/4.5.1/bin/arm-linux-gcc
    --     C flags (Release):           -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fvisibility=hidden -O3 -DNDEBUG  -DNDEBUG
    --     C flags (Debug):             -fsigned-char -W -Wall -Werror=return-type -Werror=non-virtual-dtor -Werror=address -Werror=sequence-point -Wformat -Werror=format-security -Wmissing-declarations -Wmissing-prototypes -Wstrict-prototypes -Wundef -Winit-self -Wpointer-arith -Wshadow -fdiagnostics-show-option -pthread -fomit-frame-pointer -ffunction-sections -fvisibility=hidden -g  -O0 -DDEBUG -D_DEBUG
    --     Linker flags (Release):      
    --     Linker flags (Debug):        
    --     Precompiled headers:         YES
    --     Extra dependencies:          /home/newdisk/optnew/opencv-rely/lib/libjpeg.so /home/newdisk/optnew/opencv-rely/lib/libpng.so /home/newdisk/optnew/opencv-rely/lib/libz.so gtk-x11-2.0 gdk-x11-2.0 atk-1.0 gio-2.0 pangoft2-1.0 pangocairo-1.0 gdk_pixbuf-2.0 cairo pango-1.0 fontconfig gobject-2.0 freetype gthread-2.0 glib-2.0 dc1394 v4l1 v4l2 avcodec avformat avutil swscale dl m pthread rt
    --     3rdparty dependencies:       libwebp libtiff libjasper IlmImf
    --
    --   OpenCV modules:
    --     To be built:                 core flann imgproc ml photo video imgcodecs shape videoio highgui objdetect superres ts features2d calib3d stitching videostab
    --     Disabled:                    world
    --     Disabled by dependency:      -
    --     Unavailable:                 cudaarithm cudabgsegm cudacodec cudafeatures2d cudafilters cudaimgproc cudalegacy cudaobjdetect cudaoptflow cudastereo cudawarping cudev java python2 python3 viz
    --
    --   GUI:
    --     QT:                          NO
    --     GTK+ 2.x:                    YES (ver 2.24.23)
    --     GThread :                    YES (ver 2.40.2)
    --     GtkGlExt:                    NO
    --     OpenGL support:              NO
    --     VTK support:                 NO
    --
    --   Media I/O:
    --     ZLib:                        /home/newdisk/optnew/opencv-rely/lib/libz.so (ver 1.2.8)
    --     JPEG:                        /home/newdisk/optnew/opencv-rely/lib/libjpeg.so (ver 90)
    --     WEBP:                        build (ver 0.3.1)
    --     PNG:                         /home/newdisk/optnew/opencv-rely/lib/libpng.so (ver 1.6.29)
    --     TIFF:                        build (ver 42 - 4.0.2)
    --     JPEG 2000:                   build (ver 1.900.1)
    --     OpenEXR:                     build (ver 1.7.1)
    --     GDAL:                        NO
    --
    --   Video I/O:
    --     DC1394 1.x:                  NO
    --     DC1394 2.x:                  YES (ver 2.2.1)
    --     FFMPEG:                      YES
    --       codec:                     YES (ver 54.35.1)
    --       format:                    YES (ver 54.20.4)
    --       util:                      YES (ver 52.3.0)
    --       swscale:                   YES (ver 2.1.1)
    --       resample:                  NO
    --       gentoo-style:              YES
    --     GStreamer:                   NO
    --     OpenNI:                      NO
    --     OpenNI PrimeSensor Modules:  NO
    --     OpenNI2:                     NO
    --     PvAPI:                       NO
    --     GigEVisionSDK:               NO
    --     UniCap:                      NO
    --     UniCap ucil:                 NO
    --     V4L/V4L2:                    Using libv4l1 (ver 0.8.8) / libv4l2 (ver 0.8.8)
    --     XIMEA:                       NO
    --     Xine:                        NO
    --     gPhoto2:                     NO
    --
    --   Parallel framework:            pthreads
    --
    --   Other third-party libraries:
    --     Use IPP:                     NO
    --     Use VA:                      NO
    --     Use Intel VA-API/OpenCL:     NO
    --     Use Eigen:                   NO
    --     Use Cuda:                    NO
    --     Use OpenCL:                  YES
    --     Use custom HAL:              NO
    --
    --   OpenCL:
    --     Version:                     dynamic
    --     Include path:                /home/newdisk/opencv-3.1.0/3rdparty/include/opencl/1.2
    --     Use AMDFFT:                  NO
    --      Use AMDBLAS:                 NO
    --
    --   Python 2:
    --     Interpreter:                 /usr/bin/python2.7 (ver 2.7.6)
    --
    --   Python 3:
    --     Interpreter:                 /usr/bin/python3.4 (ver 3.4.3)
    --
    --   Python (for build):            /usr/bin/python2.7
    --
    --   Java:
    --     ant:                         NO
    --     JNI:                         NO
    --     Java wrappers:               NO
    --     Java tests:                  NO
    --
    --   Matlab:                        Matlab not found or implicitly disabled
    --
    --   Documentation:
    --     Doxygen:                     NO
    --     PlantUML:                    NO
    --
    --   Tests and samples:
    --     Tests:                       YES
    --     Performance tests:           YES
    --     C/C++ Examples:              NO
    --
    --   Install path:                  /home/newdisk/opencv-3.1.0/BuildOpencv/install
    --
    --   cvconfig.h is in:              /home/newdisk/opencv-3.1.0/BuildOpencv
    -- -----------------------------------------------------------------
    --
    -- Configuring done
    -- Generating done
    -- Build files have been written to: /home/newdisk/opencv-3.1.0/BuildOpencv
    </filepath>

    After configuring and generating, run cmake-gui :

    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0/BuildOpencv$ sudo cmake-gui

    Src:/home/newdisk/opencv-3.1.0
    Build:/home/newdisk/opencv-3.1.0/BuildOpencv

    CMAKE_INSTALL_PREFIX:/home/newdisk/optnew/opencv-arm

    Don't choose these items:
    WITH_CUDA
    WITH_GTK
    WITH_1394
    WITH_GSTREAMER
    WITH_LIBV4L
    WITH_TIFF
    BUILD_OPENEXR
    WITH_OPENEXR
    WITH_OPENCL

    Configure and generate.

    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0/BuildOpencv$ sudo vi CMakeCache.txt
    #CMakeCache.txt
    //Flags used by the linker.
    CMAKE_EXE_LINKER_FLAGS:STRING=-lpthread -lrt

    lmk@lmk-virtual-machine:/home/newdisk/opencv-3.1.0/BuildOpencv$ sudo make

    Fianlly,I got these errors :

    [ 27%] Building CXX object modules/videoio/CMakeFiles/opencv_videoio.dir/src/cap_mjpeg_decoder.cpp.o
    [ 27%] Building CXX object modules/videoio/CMakeFiles/opencv_videoio.dir/src/cap_v4l.cpp.o
    [ 27%] Building CXX object modules/videoio/CMakeFiles/opencv_videoio.dir/src/cap_ffmpeg.cpp.o
    In file included from /home/newdisk/opencv-3.1.0/modules/videoio/src/cap_ffmpeg_impl.hpp:65:0,
                from /home/newdisk/opencv-3.1.0/modules/videoio/src/cap_ffmpeg.cpp:45:
    /home/newdisk/opencv-3.1.0/modules/videoio/src/ffmpeg_codecs.hpp:77:36: fatal error: libavformat/avformat.h: No such file or directory
    compilation terminated.
    make[2]: *** [modules/videoio/CMakeFiles/opencv_videoio.dir/src/cap_ffmpeg.cpp.o] Error 1
    make[1]: *** [modules/videoio/CMakeFiles/opencv_videoio.dir/all] Error 2
    make: *** [all] Error 2

    While the file libavformat/avformat.h does exits in my directory
    /home/newdisk/optnew/opencv-rely/include

    Why can cmake find lib directory

    -- Found ZLIB: /home/newdisk/optnew/opencv-rely/lib/libz.so (found suitable version "1.2.8", minimum required is "1.2.3")

    but cannot find include directory ?

    /home/newdisk/optnew/opencv-rely/include

    Do you have any idea ?