I believe the steps in the foreground are the end of the garden for the house in the distance; the gardens really are that long on St Vincent's Parade. And presumably having garden access to Prince's Lane make it easier to wander up to Clifton Village than the long way round from the front door.
GPS Coordinates:
51.45193, -2.62459
Location: Hotwells