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there are 2 formats for cascade files, an older, and a newer one (which also supports LBP or HOG features).

unfortunately the cuda::CascadeClassifier only understands the old format, so you can use HAAR features only, and have to use the -baseformat true param when calling the opencv_traincascade tool.