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HOGDescriptor: human detection dataset


I have a little question concerning opencv implementation and maybe someone here knows the answer.

I’m using the HOGDescriptor class for human detection and I’d like to know how was trained the openCV SVM for human body detection: is it with the INRIA dataset ( or something else?

I’ve searched on the opencv documentation and stackoverflow but I haven’t found what I was looking for.

The problematic behind this question is that I don't get good detection results with the OpenCV dataset and I'd like to know if it could be a good idea to try to train my own SVM with another dataset.