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socat TCP-LISTEN:6000,reuseaddr,fork UNIX-CLIENT:\"$DISPLAY\"

and mount video file to the container for processing

sudo docker run -it -e DISPLAY=unix$DISPLAY -v /tmp/.X11-unix:/tmp/.X11-unix -v /home/diego/Documents/AdMobilize/Dataset/vehicle/chile/:/opt/Videos qizhouknows/tag_training

[11:16]
We must have two volumes:
1 - /tmp/.X11-unix:/tmp/.X11-unix
2 - /home/diego/Documents/AdMobilize/Dataset/vehicle/chile/:/opt/Videos qizhouknows/tag_training

And for Ubuntu we have to do that:

Adjust the permissions the X server host. See: Using GUI's with Docker
$ xhost +local:root
For return the access controls that were disabled with the previous command. Run:
$ xhost -local:root

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