cv2 resize and transpose the image

It is interesting to know that when cv2 resize an image, the new image size with the shape of

(width, height) instead of (height, width)

>>> import cv2
>>> img = cv2.imread("070720_bo_dogage_feat-1028x579.jpg", cv2.IMREAD_GRAYSCALE)
>>> img.shape
(579, 1028)
>>> resized_img = cv2.resize(img, (512, 579))
>>> resized_img.shape
(579, 512)
>>> t = cv2.transpose(resized_img)
>>> t.shape
(512, 579)