Abstract Computer vision is one of the most fundamental areas artificial intelligence research. It has contributed to tremendous progress in recent deep learning revolution AI. In this essay, we provide a perspective evolution object recognition computer vision, flagship research topic that led breakthrough data set ImageNet and its ensuing algorithm developments. We argue much rooted pursuit “...