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How to store the positions of codebook entries (visual vocabularies in dictionary) relative to the object center?

Hi I am trying to find all positions of codebook entries relative to the object center and stocked with it for many days. Like the following image:

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The steps that I have done till now is extracting keypoints and building the codebook by kmeans clustering (creating visual vocabularies) in python, I do not know to find the center of each visual vocabulary and then calculate the position from the center. Could you please help with this?