Pyinstaller with cv2 (opencv) OS app does not work as expected

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I'm successfully using Pyinstaller to create a distributable for my pyqt5 application using opencv. When I run the console-based executable from the dist folder, everyting works fine. However, when I execute the .app file of my application, upon pressing the button which triggers import cv2 , the application crashes with seg fault 11; meaning cannot import cv2.

How is this possible? I have tried

import cv2
cv2.__file__ 

And use this output to --paths option of Pyinstaller with no success.

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