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moments for all contours

I want to compute moments for all contours but the moments() function compute moments for single contours.

Question:

How to compute moments for all contours like a binary image?

moments for all contours

I want to compute moments for all contours but the moments() function compute moments for single contours.

Question:

How to compute moments for all contours like a binary image?

Note:

I have merged all contours points then compute moments & compute center by moments but it is not near to the center calculated from the binary image moments.