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How does Pyramid Mean Shift Filtering helps in finding better threshold?

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shifted = cv2.pyrMeanShiftFiltering(image, 21, 51) gray = cv2.cvtColor(shifted, cv2.COLOR_BGR2GRAY) thresh = cv2.threshold(gray, 0, 255,cv2.THRESH_BINARY | cv2.THRESH_OTSU)

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