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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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  • Y yashwant
    12 Apr 2021, 08:00

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

    Set QT_DEBUG_PLUGINS

    Can you tell me how can I set "export QT_DEBUG_PLUGINS =1" in docker container? Should it be written inside Dockerfile? or should I run the container something like docker run -it Image -v export QT_DEBUG_PLUGINS =1 ? or should I be using docker exec ?

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    jsulm
    Lifetime Qt Champion
    wrote on 12 Apr 2021, 08:00 last edited by
    #14

    @yashwant That I don't know, sorry.

    https://forum.qt.io/topic/113070/qt-code-of-conduct

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    • Y Offline
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      yashwant
      wrote on 12 Apr 2021, 08:41 last edited by
      #15

      ok :( any thanks!

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      • Y yashwant
        12 Apr 2021, 07:30

        Hi, The error still persists even when I use "pip install opencv-python-headless"

        Error message:
        qt.qpa.xcb: could not connect to display
        qt.qpa.plugin: Could not load the Qt platform plugin "xcb" in "" 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: eglfs, minimal, minimalegl, offscreen, vnc, webgl, xcb.

        /opt/conda/envs/yashenv2/.tmp8gb_phfb: line 3: 17 Aborted python TAD_GUI_Contoller.py
        ERROR conda.cli.main_run:execute(33): Subprocess for 'conda run ['python', 'TAD_GUI_Contoller.py']' command failed. (See above for error)

        Other info: When I used opencv-python (Error was similar like above except it had - Could not load the Qt platform plugin "xcb" in ".../python3.7/site-packages/cv2/qt/plugins" even though it was found.). I am using docker (with Ubuntu 18 + WSL2). The problem persist only in docker container. (The python codes work fine in windows)

        Am I missing some Ubuntu libraries? I tried installing libxcb's and many other libraries. It just does not work. Or is it related to PyQt5?

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        Pablo J. Rogina
        wrote on 12 Apr 2021, 11:53 last edited by Pablo J. Rogina 4 Dec 2021, 11:54
        #16

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

        qt.qpa.xcb: could not connect to display

        Are you sure you have an X server running and available?

        I am using docker (with Ubuntu 18 + WSL2). The problem persist only in docker container.

        Please be aware that you have a (very) unusual environment.

        Given that Docker is involved you may need to check how to make the container output work properly under X...

        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

        Y 1 Reply Last reply 12 Apr 2021, 12:14
        0
        • P Pablo J. Rogina
          12 Apr 2021, 11:53

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

          qt.qpa.xcb: could not connect to display

          Are you sure you have an X server running and available?

          I am using docker (with Ubuntu 18 + WSL2). The problem persist only in docker container.

          Please be aware that you have a (very) unusual environment.

          Given that Docker is involved you may need to check how to make the container output work properly under X...

          Y Offline
          Y Offline
          yashwant
          wrote on 12 Apr 2021, 12:14 last edited by
          #17

          @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":

          rly under

          1. It is just standard docker windows setup (It just uses the WSL2). It is the standard installation process.
          2. How can I check if the Xserver is running?

          Thanks !

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          • Y Offline
            Y Offline
            yashwant
            wrote on 12 Apr 2021, 12:26 last edited by
            #18

            I am just trying to open a python GUI(which opens fine in windows 10) using docker setup. I did install docker for windows using the standard procedure. And I can load the python codes (without .ui - python files without GUI) into the container without any problem. The problem arises only when I try to load python files with GUI.

            P 1 Reply Last reply 12 Apr 2021, 12:30
            0
            • Y yashwant
              12 Apr 2021, 12:26

              I am just trying to open a python GUI(which opens fine in windows 10) using docker setup. I did install docker for windows using the standard procedure. And I can load the python codes (without .ui - python files without GUI) into the container without any problem. The problem arises only when I try to load python files with GUI.

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              Pablo J. Rogina
              wrote on 12 Apr 2021, 12:30 last edited by
              #19

              @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...

              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

              Y 1 Reply Last reply 13 Apr 2021, 13:09
              0
              • A Offline
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                alphaomega
                wrote on 12 Apr 2021, 16:27 last edited by alphaomega 4 Dec 2021, 16:31
                #20

                Replacing opencv-python with opencv-python-headless is one option. However, for some reasons if you want to keep the library, then you could add following lines after import cv2:

                import os, sys
                ci_build_and_not_headless = False
                try:
                    from cv2.version import ci_build, headless
                    ci_and_not_headless = ci_build and not headless
                except:
                    pass
                if sys.platform.startswith("linux") and ci_and_not_headless:
                    os.environ.pop("QT_QPA_PLATFORM_PLUGIN_PATH")
                if sys.platform.startswith("linux") and ci_and_not_headless:
                    os.environ.pop("QT_QPA_FONTDIR")
                

                This is based on the cv2's init file . What it does is essentially removing environment variables that are added by the init file (This are only done at runtime and does not have permanent effect upon your system.)

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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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                  Y Offline
                  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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                    P Offline
                    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
                      • O Offline
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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.

                          eyllanescE Offline
                          eyllanescE Offline
                          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.

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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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                                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

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                                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
                                  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
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                                    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,
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