摘要
文章旨在探讨人工智能技术如何应用于工业设计,以提升设计效率和质量,特别是在设计思维表达和设计过程中的作用。分析了人工智能识别技术的原理,包括OpenCV图像识别和深度学习处理步骤,并探讨了如何通过调整手绘技巧以适应人工智能识别。研究结果表明,通过特定的手绘表达方式,可以减少手绘图与设计思维表现图之间的差异,提高设计的准确性和效率。人工智能技术为工业设计提供了新的工具和方法,有助于实现更高效、更精准的设计过程,推动工业设计的创新和发展。
This article aims to explore how artificial intelligence(AI)technology can be applied in industrial design to enhance design efficiency and quality,particularly in the expression of design thinking and the design process.It analyzes the principles of AI recognition technology,including OpenCV image recognition and deep learning processing steps,and discusses how to adjust hand-drawing techniques to adapt to AI recognition.The research results indicate that by employing specific hand-drawn expression methods,the gap between hand-drawn sketches and design thinking representations can be reduced,thereby improving the accuracy and efficiency of the design.AI technology provides new tools and methods for industrial design,facilitating a more efficient and precise design process and driving innovation and development in the field.
作者
王名昌
陈业创
谢煜璇
WANG Mingchang;CHEN Yechuang;XIE Yuxuan(School of Design and Creativity,Guilin University of Electronic Science and Technology,Beihai,Guangxi,536000)
基金
桂林电子科技大学挑战性学习课程建设项目(JGKT202388)。
关键词
人工智能
智能识别
工业设计
设计思维
Artificial Intelligence
Intelligent Recognition
Industrial Design
Design Thinking
