Intelligent Object Sorting Insolent System

P. Chavan, S. Kale, P. Gaikwad, S. Ghadge
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引用次数: 2

Abstract

In today's world, maximum of the industrial unit we can find definite robots which were made for that quantified task and they can't be reconfigured to exhibit robust nature majorly because of their design. In relentless working regions most of the time human efforts may lead to fiasco, industrial environment may include hazardous operations. Thus to avoid any ill effects we came up with an idea of “Intelligent Object Sorting Insolent System (IOSiS)”. In this paper we have enlightened the use of image processing, incorporated with robotics to demonstrate an application. IOSiS main object is to highlight the use of robotics to manipulate human functionality to ease tedious operations. A mechanical arm and for visual sensors, a camera is embedded onto the system. For demonstration of this application, capabilities a scenario is created in which the robot captures the image of the object and in accordance to its configuration it detects it and using the maneuverable arm, it places the object to desired location. The paper tackles multiple problems to become robust, autonomous and accurate to its functionality. With complex algorithms from image processing the data is manipulated into fast processing embedded application which produces an output on a real-time basis. To further accompany the autonomous nature of the system on field, a data logging and monitoring from a remote location via internet is also shown to explain the efficiency of this application. An internet logging shows its capabilities in being a part of centralized operation in any industry.
智能对象分类系统
在当今世界,我们可以找到大多数工业单位的机器人,它们是为量化任务而制造的,它们不能被重新配置以表现出鲁棒性,这主要是因为它们的设计。在无情的工作区域,大多数时候人类的努力可能导致惨败,工业环境可能包括危险的操作。因此,为了避免任何不良影响,我们提出了“智能对象分类无礼系统(IOSiS)”的想法。在本文中,我们启发了使用图像处理,结合机器人技术来演示一个应用。IOSiS的主要目标是强调使用机器人来操纵人类的功能,以减轻繁琐的操作。一个机械臂和视觉传感器,一个摄像头被嵌入到系统中。为了演示这个应用程序,我们创建了一个场景,在这个场景中,机器人捕捉物体的图像,并根据它的配置检测它,并使用可操作的手臂,将物体放置到所需的位置。本文解决了多个问题,使其具有鲁棒性、自主性和准确性。通过复杂的图像处理算法,将数据处理到快速处理的嵌入式应用程序中,从而实时产生输出。为了进一步配合该系统在现场的自主特性,还显示了通过互联网从远程位置进行数据记录和监测,以解释该应用程序的效率。互联网日志显示了它作为任何行业集中操作的一部分的能力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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