This paper presents a robot vision system that is able to develop its vision gradually in its environment, from motion detection, to analysis of static features of objects, to object individuation, to identifying object unity, to tracking objects and finally to understanding some fundamental object relations. Through a developmental approach, our robot vision system is adaptive to environmental changes and follows autonomous self development.