人工智能在质量中的应用测试系统的开发

Matija Golec, Mihael Gudlin, Petar Gregurić, Miro Hegedic
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引用次数: 1

摘要

自制造业开始以来,质量一直是任何产品开发中最重要的因素之一。工业4.0影响了工业的各个方面,包括质量,这导致了质量4.0的产生。实现质量4.0最常用的技术之一是人工智能(AI),它可以更高效、更准确地检测产品。为了促进这一领域的研究和教学,开发了基于计算机视觉和边缘计算的模块化测试系统。该系统是根据目前最常见的用例开发的,能够更快、更有效地开发、部署和测试人工智能算法。
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Development of Testing System for the Application of Artificial Intelligence in Quality
Quality has been one of the most important factors in the development of any product since the very beginning of the manufacturing industry. Industry 4.0 affected all aspects of the industry, including quality, which resulted in the creation of Quality 4.0. One of the most used technologies for achieving Quality 4.0 is artificial intelligence (AI), which enables more efficient and accurate inspection of products. To facilitate research and teaching in this area, a modular testing system based on computer vision and edge computing was developed. The system is developed according to the currently most frequent use cases, and enables faster and more efficient development, deployment, and testing of AI algorithms.
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