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How do I split a contour?

Example below shows a single detected contour. We can see that this contour can be split into two contour(red line separating the two).

First one the top curve which can be seen to represent a separate object from the bottom curve.

image description

How can I split this single contour into two separate contours at the point where the red line passes through the contour?

How do I split a contour?

Example below shows a single detected contour. We can see that this contour can be split into two contour(red line separating the two).

First one the top curve which can be seen to represent a separate object from the bottom curve.

image description

How can I split this single contour into two separate contours at the point where the red line passes through the contour?