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Boost custom weak classifiers

Hello, I am trying to implement my own weak classifiers in connection with AdaBoost. Currently I am unable to figure out any way using cv::ml:boost. Am I missing something or does this algorithm implementation only support decision trees?

My goal is to implement my own flavor of haar features and/or use my own HOG implementation.

I apologis