try: gray = cv2.cvtColor(image, cv2.COLOR_BGR2GRAY) gray = cv2.equalizeHist(gray) faces = cascade.detectMultiScale(gray, scaleFactor = -1.1, minNeighbors = 5, minSize = (24, 24))