ImportError with cv2 (opencv)

Hi!

This something I noticed with Python 3.9 / pytest-6.2.2 / conda / Windows: while import cv2 works on Python, it causes an ImportError (dll not found) when testing my code with pytest.
I use various libraries like numpy, sklearn… and cv2 is the only one causing such error. It's also the only one being installed as a single .pyd file put directly into the site-packages folder. The other one have their own folders.

import cv2
import sklearn
import numpy
print(cv2.__file__)
>>> C:\Users\francois\Miniconda3\envs\standard\lib\site-packages\cv2.cp39-win_amd64.pyd
print(sklearn.__file__)
>>> C:\Users\francois\Miniconda3\envs\standard\lib\site-packages\sklearn\__init__.py
print(numpy.__file__)
>>> C:\Users\francois\Miniconda3\envs\standard\lib\site-packages\numpy\__init__.py

Note that this problem does not exist on Linux (same Python 3.9 / pytest-6.2.2 / conda).
In this case cv2 is also installed as a single file into the site-packages folder, but this time with a the .so extension.

Is there something I can to do fix it or at least give more useful information?

EDIT: added the code showing the difference between cv2 and sklearn/numpy.

Start by reproducing the reported difference between direct import cv2 and running under pytest 6.2.2 with Python 3.9, conda, and Windows; compare it with the stated Linux setup. The issue provides no repository file or test to modify, so done means identifying the cause and documenting a reproducible diagnosis or a clearly scoped fix.