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Using machine learning with contours?

I'm working on a program that uses the cvFindContours function and i'm looking to implement machine learning for the contour detection. Can this be done? From what i understand training data has to be passed in to the train function as a vector or number. How would i convert the contour data into a vector or number?

Thanks in advance.

Using machine learning with contours?

Thanks in advance.