基于百度飞桨平台的计算机视觉课程改革与实践  

Curriculum Reform and Practice of Computer Vision Based on Baidu Flying Paddle Platform

作　　者：潘刚[1] 丁进 孙迪[3] PAN Gang;DING Jin;SUN Di

机构地区：[1]天津大学,天津300350 [2]百度在线网络技术(北京)有限公司,北京100085 [3]天津科技大学,天津300222

出　　处：《高教学刊》2024年第2期10-14,共5页Journal of Higher Education

基　　金：教育部2021年产学合作协同育人项目“基于飞桨的计算机视觉与自然语言处理课程中跨模态实践案例构建”(202102012011);天津市应用基础研究联合项目“复杂环境下排水管道缺陷检测方法研究”(21JCYBJC00640)。

摘　　要：计算机视觉是当前计算机和人工智能领域的热门方向,但前沿课程内容在算法、算力和数据方面的需求,使得传统授课模式无法满足对当前学生实践能力培养的需求。在教育部产学合作协同育人的背景下,该文从课程核心内容、前沿技术扩展、先进实验设计和考核方式改革等多方面,开展课程的革新与探索,并在实际教学活动详解的基础上,验证教学质量和学生综合能力的提升,为计算机视觉相关课程提供参考。Computer vision is currently a popular direction in the field of computer and artificial intelligence,but the requirements of cutting-edge course content in terms of algorithms,computing power and data make the traditional teaching mode unable to meet the needs of current students'practical ability training.Under the background of industry-university cooperation and collaborative education,this paper carries out the innovation and exploration of the curriculum from the core content of the curriculum,the expansion of cutting-edge technology,the design of advanced experiments,and the reform of assessment methods.It verifies the improvement of teaching quality and students'comprehensive ability,and provides a reference for computer vision related courses.

关 键 词：计算机视觉 飞桨平台 新工科 产学合作 协同育人 

分 类 号：G642[文化科学—高等教育学]