1. A road landscape map producing apparatus which is loaded on a movable body, comprising: a photographing device configured to output a still picture, an entirety of the still picture defining a surrounding image in accordance with a movement of the movable body; an image processing unit configured to execute image processing of the surrounding image and to classify an entirety of the surrounding image as a single predetermined road landscape classification item; and a producing unit configured to i) associate, based on a geographic position at which the surrounding image is photographed, the road landscape classification item with map information, and ii) produce a road landscape map, wherein the image processing unit includes i) a characteristics amount extraction unit configured to extract a plurality of predetermined characteristics amounts from the surrounding image, and ii) an image unit classification unit configured to determine the single road landscape classification item for the surrounding image based on the plurality of extracted characteristics amounts.