Accurate body position detection

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I'm new to opencv and I want to be able to detect a body position in the most accurate way. I don't care it won't be real-time.
I did a little research and came accrose mediapipe and openpose. They are both great but in some case don't provide an accurate result.

For an example, those are the results of openpose. You can see that body part 4 and 9 are not in the right position:
enter image description here

Again, I don't care about the time it will take to predict the results. Only care about accuracy.
One method I thought of doing is to use multiple position detection libraries and avarage the results. But I was wondering if there is a better way (or library) to do so.

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