利用图像处理技术研究零件分类解决方案

Phuc Huu Dang, Toan Song Tran
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引用次数: 0

摘要

高科技技术在生产中的普遍应用已成为当今时代的必然趋势,尤其是在工业 4.0 中。融入高科技的工业将有助于提高生产效率,创造出许多符合国际标准的优质产品。本研究在图像处理技术的支持下,研究并提出了一种产品分类技术。研究强调了一个模型的成功实施,该模型可通过一种全新的全自动方法对方形、圆形和三角形产品进行分类,有助于降低成本和人力。此外,该系统还能识别缺陷部件。结果表明,该系统运行稳定。所提出的解决方案可以取代传统的人工零件分类,而且准确度高、成本低。
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RESEARCH ON PART CLASSIFICATION SOLUTION BY IMAGE PROCESSING TECHNIQUES
The application of high-tech technology in production generally has been an inevitable trend of today's era, especially in Industry 4.0. An industry integrated with high technology will help improve production efficiency, creating many quality products that meet global standards. This study researches and proposes a product classification technique with the support of image processing technology. The study highlights the successful implementation of a model that can classify products with square, circle, and triangular shapes by a new and fully automatic method that helps to reduce costs and human labor. In addition, the system can identify defective parts. The results showed that the system works stably. The proposed solution can replace conventional manual part sorting with high accuracy and low cost.
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