基于新工科理念的计算机视觉实训课程教学改革探讨

Educational Reform Research of Computer Vision Training Courses based on New Engineering Concept

近年来,计算机视觉技术作为人工智能的重要分支,呈现出新技术更新速度快、学科交叉融合等发展新势态。在新工科背景下提出计算机视觉实训课堂五模式,即通过构建技术讲解、交叉学科、仿真实验、展示与答疑、CV实战等五课堂模式进行课程教学改革。实施成效表明,所提出的教学改革方法可在一定程度上突破传统教学模式的局限,满足培养人工智能创新人才的需要。

Recently,computer vision technology,as an important branch of artifi cial intelligence,presents a new development trend,such as rapid updating of new technologies,interdisciplinary integration,and so on.Under the background of new engineering,this paper proposes fi ve teaching modes of computer vision training,i.e.,tech-nical explanation,cross-discipline,simulation experiment,demonstration and mentoring,and computer vision practice.The implemen-tation results show that the proposed teaching reform method can break through the limitations of traditional teaching mode to a cer-tain extent and meet the needs of cultivating innovative talents in artifi cial intelligence.