Historical Japanese text, written vertically, is read top to bottom and right to left (like in those prints). On the other hand, more modern text (including what’s more common now) is read left to right when written horizontally. There are some more variations on directionality.
Nevertheless, the picture does look and convey a different impression when flipped.
Nevertheless, the picture does look and convey a different impression when flipped.