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// Load the cascade var haarCascade = new CascadeClassifier("haarcascade_frontalface_alt2.xml"); // Load target image var gray = new Mat("faces.png", LoadMode.GrayScale); // Detect faces Rect[] faces = cascade.DetectMultiScale( gray, 1.08, 2, HaarDetectionType.ScaleImage, new Size(30, 30));