Hi Stéfan, I don't know if I did something wrong. But I think there are not that much possibilities to do something wrong with canny. I also just realised.. when I use cv2.fitEllipse() with the same canny input, the ellipses are detected very accurate with no outliers. So maybe canny is not the problem? Regards, Arno