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机器视觉检测技术在表面缺陷检测方面的重要性

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    人工智能随着计算机技术的不断发展和深入的研究,出现了基于机器视觉检测技术的表面缺陷检测技术。这种技术的出现避免了因作业条件,主观判断等影响检测结果的准确性,实现能更好更精确地进行表面缺陷检测,更加快速的识别产品表面瑕疵缺陷。
  With the continuous development and in-depth research of computer technology, the surface defect detection technology based on machine vision detection technology has emerged. The appearance of this technology avoids the influence of operation conditions, subjective judgment and other factors on the accuracy of the detection results, so as to achieve better and more accurate surface defect detection and more rapid identification of product surface defects.
  机器视觉检测凭借它自动化、客观、非触摸和高精度的特征现已完全能代替人工来检测这些单一、重复性的程序。机器视觉检测体系与一般意义上的图画处理体系比较,机器视觉检测侧重的是精度和速度,以及工业现场环境下的可靠性。
  Machine vision inspection, with its characteristics of automation, objectivity, non touch and high precision, can completely replace the manual detection of these single, repetitive procedures. Compared with the general picture processing system, machine vision inspection focuses on the accuracy and speed, as well as the reliability in the industrial environment.
  产品表面缺陷检测就是利用计算机视觉模拟人类视觉的功能,从具体的实物进行图象的采集处理、计算、实际检测、控制和应用。产品的表面缺陷检测是机器视觉检测的一个重要部分,其检测的准确程度直接会影响产品的质量优劣。
  Product surface defect detection is the use of computer vision to simulate the function of human vision, from the specific object image acquisition processing, calculation, actual detection, control and application. Product surface defect detection is an important part of machine vision inspection. The accuracy of the detection will directly affect the quality of products.
  机器视觉检测技术在于消除瑕疵、含糊、碎屑或凹陷等商品缺点,以保证商品的功用和性能至关重要。机器视觉检测技术在各大行业中均有不俗的表现,食品职业的生果分拣、交通职业的车牌辨认和流量检测、汽车职业的安装检测、药品职业的包装检测、饮料职业的容量检测和外包装检测、烟草职业的烟标检测和外包装检测、打印职业的打印质量检测、纺织职业的布疋瑕疵检测、五金职业的螺丝钉检测、运输职业的货品分拣、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、智能读表、智能抄表等都有应用。
  Machine vision inspection technology is to eliminate defects, vagueness, chippings or depressions, so as to ensure the function and performance of goods. Machine vision detection technology has a good performance in various industries, such as fruit sorting of food profession, license plate identification and flow detection of transportation profession, installation detection of automobile profession, packaging inspection of medicine profession, capacity detection and outer packaging detection of beverage profession, cigarette label detection and outer packaging detection of tobacco profession, printing quality inspection of printing profession, and textile industry Fabric defect detection, screw detection of hardware profession, goods sorting of transportation profession, welding detection and installation positioning of electronic profession, steel plate appearance defect detection, intelligent meter reading and intelligent meter reading are all applied.
  机器视觉检测技术根据机器视觉图画处置技能之视觉检测技能,对商品全体进行自动检测,关于控制商品品质保障商品质量有着非常重要的效果,能够避免不合格商品的外流,提高公司的核心竞争力,进而赢得良好的口碑,树立健康的品牌形象,机器视觉检测技术现已为众多公司带来了实质性的经济效益。
  Machine vision inspection technology is based on the visual inspection skills of machine vision picture processing skills to automatically detect all goods. It has a very important effect on controlling the quality of goods and ensuring the quality of goods. It can avoid the outflow of unqualified products, improve the core competitiveness of the company, and then win a good reputation, establish a healthy brand image, and machine vision detection technology It has brought substantial economic benefits to many companies.
  传统的人工检测的方法早已不能满足生产和现代工艺生产制造的需求,机器视觉检测系统很好地克服了这一点,机器视觉表面缺陷检测系统的广泛应用促进了企业工厂产品高质量的生产与制造业智能自动化的发展。
  The traditional manual inspection method has been unable to meet the needs of production and modern process manufacturing. Machine vision inspection has overcome this point. The wide application of machine vision surface defect detection system has promoted the development of high-quality production of enterprise factory products and intelligent automation of manufacturing industry.