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Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found"

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  • P Pablo J. Rogina
    12 Apr 2021, 12:30

    @yashwant said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

    The problem arises only when I try to load python files with GUI.

    That's the point. You may need to check how to make a Docker container use the GUI of the host...

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    yashwant
    wrote on 13 Apr 2021, 13:09 last edited by
    #21

    @Pablo-J-Rogina said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

    UI of the host..

    Yes that was my goal (docker with gui)! and above mentioned was my error when I try GUI on docker.! Anyway thanks!

    P 1 Reply Last reply 13 Apr 2021, 13:24
    0
    • Y yashwant
      13 Apr 2021, 13:09

      @Pablo-J-Rogina said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

      UI of the host..

      Yes that was my goal (docker with gui)! and above mentioned was my error when I try GUI on docker.! Anyway thanks!

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      Pablo J. Rogina
      wrote on 13 Apr 2021, 13:24 last edited by
      #22

      @yashwant said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

      that was my goal (docker with gui)!

      Yes, I understand that. Please take into account that this issue is not related (or produced by) Qt itself so the solution might come from some other source(s), not only this forum

      Upvote the answer(s) that helped you solve the issue
      Use "Topic Tools" button to mark your post as Solved
      Add screenshots via postimage.org
      Don't ask support requests via chat/PM. Please use the forum so others can benefit from the solution in the future

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        redeyed
        wrote on 22 Apr 2021, 14:08 last edited by redeyed
        #23

        @jeremy_k said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

        worka

        Hello guys, so the problem is that import cv2 sets QT_* env vars.
        I came to this workaround, maybe it will help someone:

            import cv2
            for k, v in os.environ.items():
                if k.startswith("QT_") and "cv2" in v:
                    del os.environ[k]
        
        A 1 Reply Last reply 16 Mar 2022, 09:19
        4
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          OBaladi
          wrote on 18 Sept 2021, 21:34 last edited by
          #24

          I solved the problem by downgrading the cv2 version, simply run
          python3 -m pip install opencv-contrib-python==4.1.0.25
          i used to have the 4.5.3.56

          1 Reply Last reply
          0
          • L lvlanson
            18 Sept 2020, 10:40

            Hey there,

            I am working on a big project, creating a GUI for working with convolutional neural networks. I need to use cv2 for image processing. For some reason I cannot import cv2 without my application creating an error.

            I am using pycharm as an IDE which is handling my virtual environment via pip. The librarys I use are the following:

            • PyQt5
            • pyqtchart
            • pyyaml
            • Pillow
            • tensorflow
            • distro
            • numpy
            • sklearn
            • pandas
            • opencv-python

            When I use cv2 I get the following error-message:

            qt.qpa.plugin: Could not load the Qt platform plugin "xcb" in "$HOME/Documents/gui_nn/venv/lib/python3.8/site-packages/cv2/qt/plugins" even though it was found.
            This application failed to start because no Qt platform plugin could be initialized. Reinstalling the application may fix this problem.

            Available platform plugins are: xcb, eglfs, linuxfb, minimal, minimalegl, offscreen, vnc, wayland-egl, wayland, wayland-xcomposite-egl, wayland-xcomposite-glx, webgl.

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            eyllanesc
            wrote on 18 Sept 2021, 21:37 last edited by
            #25

            @lvlanson Also see https://stackoverflow.com/a/68417901/6622587

            If you want me to help you develop some work then you can write to my email: e.yllanescucho@gmal.com.

            1 Reply Last reply
            0
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              Thiago Oliveira
              wrote on 27 Oct 2021, 22:08 last edited by
              #26

              @Hikari-Tretaki, muito obrigado por sua ajuda. Também consegui resolver o meu problema com sua dica.

              1 Reply Last reply
              0
              • R redeyed
                22 Apr 2021, 14:08

                @jeremy_k said in Using PyQt5 with opencv-python (cv2) causes error "could not load Qt platform plugin xcb even though it was found":

                worka

                Hello guys, so the problem is that import cv2 sets QT_* env vars.
                I came to this workaround, maybe it will help someone:

                    import cv2
                    for k, v in os.environ.items():
                        if k.startswith("QT_") and "cv2" in v:
                            del os.environ[k]
                
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                A Offline
                aria212019005
                wrote on 16 Mar 2022, 09:19 last edited by
                #27

                @redeyed Thankyou, I was confused around installing

                opencv-python
                

                and

                opencv-python-headless
                

                before this. But it ends with "we need both libraries, and this"

                1 Reply Last reply
                0
                • H Hikari Tretaki
                  10 Nov 2020, 21:12

                  @lvlanson I had the same problem. You can install headless opencv without GUI. Then it works.

                  pip install opencv-python-headless

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                  V Offline
                  Vijay Kumar
                  wrote on 15 May 2022, 03:07 last edited by
                  #28

                  @Hikari-Tretaki Thank you so much, installing opencv-python-headless fixed the issue

                  1 Reply Last reply
                  0
                  • H Hikari Tretaki
                    10 Nov 2020, 21:12

                    @lvlanson I had the same problem. You can install headless opencv without GUI. Then it works.

                    pip install opencv-python-headless

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                    Vitor Dalla Vecchia
                    wrote on 18 Jul 2022, 09:55 last edited by
                    #29

                    @Hikari-Tretaki MAN, I LOVE YOU SO MUCH. THANKS!

                    1 Reply Last reply
                    0
                    • H Offline
                      H Offline
                      hitbuyi
                      wrote on 10 Oct 2022, 12:45 last edited by hitbuyi 10 Nov 2022, 01:39
                      #30

                      I also have this problem, my environments are
                      1, OS: ubuntu20.04
                      2, conda: 4.13
                      3, PyQt5: 5.15.2
                      4, local Qt5: 5.15.6
                      5, opencv- python 4.5.x

                      It really takes several days to find a solution, @jeremy_k gave almost the solution. I use PyQt5 + OpenCV-python on conda virtual environment,
                      summarize the solutions :

                      1, delete cv2/libqxcb.so, it works for pyqt5 which has its own version of Qt, but opencn-python doesn't work for other application which isn't relevant to PyQt5

                      2, if pyside2 is installed, pyside2 has its owen version of Qt, so add below code at the beginning of python program

                      ```
                      import PySide2
                      dirname = os.path.dirname(PySide2.__file__)
                      plugin_path = os.path.join(dirname, 'plugins', 'platforms')
                      os.environ['QT_QPA_PLATFORM_PLUGIN_PATH'] = plugin_path
                      ```
                      

                      this solution works, at expense of intalling pyside2 which is 400M+

                      3, PyQt5 has its own version of Qt,similiar to above, add below code at the beginning of python program

                       ```
                      import PyQt5
                       dirname = os.path.dirname(PyQt5.__file__)
                       plugin_path = os.path.join(dirname, 'Qt5','plugins', 'platforms')
                       os.environ['QT_QPA_PLATFORM_PLUGIN_PATH'] = plugin_path
                      
                      this soltuion is fine,
                      1 Reply Last reply
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