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视觉自动化检测技术在汽车零部件表面缺陷检测的应用

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  就目前汽车制造厂家使用机器视觉检测来替代传统的检测方式的效果来看,效果良好。汽车行业所使用的机器视觉检测系统一般是由光源,图像采集单元,图像处理单元,图像处理软件及网络通讯装置等构成,已经被广泛的应用于汽车生产制造的各个环节,例如汽车零部件的尺寸及外观质量检测,自动装配正确性的检测。
  At present, automobile manufacturers use machine vision detection to replace the traditional detection method, and the effect is good. The machine vision detection system used in the automobile industry is generally composed of light source, image acquisition unit, image processing unit, image processing software and network communication device. It has been widely used in all links of automobile production and manufacturing, such as the detection of the size and appearance quality of automobile parts and the detection of the correctness of automatic assembly.
  机器视觉检测技术在于消除瑕疵,含糊,碎屑或凹陷等产品缺点,以保证汽车各个部位的零部件功能和性能的合格率。除汽车行业以外已被广泛用于各大领域的商品缺点检测、尺度检测中。如使用视觉体系能进行商品多种项目的检测,用视觉体系检测电子部件的缺点或偏移的针脚,用视觉体系丈量注射器部件形状或区别颜色来进行检查错误安装等。
  Machine vision inspection technology is to eliminate defects, ambiguities, debris or dents, so as to ensure the qualified rate of the function and performance of various parts of the automobile. In addition to the automotive industry, it has been widely used in commodity defect detection and scale detection in various fields. For example, the visual system can be used to detect a variety of items of goods, detect the shortcomings or offset pins of electronic components with the visual system, measure the shape or color of syringe components with the visual system to check the wrong installation, etc.
  以下小视频是汽车零件表面缺陷检测:包胶、缺胶、堵孔面积是否合格的案例:
  The following videos are examples of surface defect detection of automobile parts: whether the rubber coating, lack of rubber and hole plugging area are qualified:


  

  机器视觉检测技术在交通职业的车牌辨认和流量检测、药品职业的包装检测、饮料职业的容量检测和外包装检测、汽车职业的安装检测、五金职业的螺丝钉检测、运输职业的货品分拣、食品职业的生果分拣、电子职业的焊接检测和安装定位、钢铁职业的钢板外表缺点检测等都有应用。
  Machine vision detection technology is applied in license plate recognition and flow detection of transportation profession, packaging detection of drug profession, capacity detection and outer packaging detection of beverage profession, installation detection of automobile profession, screw detection of hardware profession, goods sorting of transportation profession, fruit sorting of food profession, welding detection and installation positioning of electronic profession Steel plate appearance defect detection in iron and steel industry is applied.
  山东红宝自动化有限公司是一家集机器视觉、工业智能化于一体的高新技术企业,拥有基于深度学习的三维视觉引导、机器人运动控制、视觉检测等方面的核心技术,可根据客户需求定制智能化、自动化的智能产品。
  Shandong Hongbao Automation Co., Ltd. is a high-tech enterprise integrating machine vision and industrial intelligence. It has core technologies in three-dimensional visual guidance, robot motion control and visual detection based on deep learning. It can customize intelligent and automated intelligent products according to customer needs.
  山东红宝自动化有限公司致力于技术的不断研究、创新、突破,为汽车行业、食品行业、医疗行业等大型生产企业提供智能化的视觉检测系统整体解决方案。
  Shandong Hongbao Automation Co., Ltd. is committed to continuous research, innovation and breakthrough of technology, and provides intelligent overall solutions of visual inspection system for large production enterprises such as automobile industry, food industry and medical industry.