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Can you write initModule_nonfree () before calling siftDetector = cv :: FeatureDetector :: create ("SIFT")? Probably cv :: FeatureDetector :: create ("SIFT") returns you to the null pointer. This occurs because the algorithm SIFT and SURF are outside module features2d.