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Machine vision software is a subfield within computing that focuses on providing systems the capability to interpret and process visual information from the real world, typically through the use of digital images captured by cameras or sensors. These systems are engineered to enable machines to perform tasks that require vision capabilities, such as inspection, identification, measurement, and automated decision-making. The software is often based on various algorithms and analytical techniques, including pattern recognition, image processing, and computer vision. It plays a pivotal role in various applications across a wide range of industries, including manufacturing, where it is used for quality control, automated defect detection, and guidance of robots; healthcare, for medical image analysis; and transportation, for autonomous vehicle navigation.
Within the context of computing, machine vision software interfaces with hardware components, such as cameras and GPUs, to analyze visual inputs. The sector has seen continuous evolution with advances in AI and machine learning, enhancing the accuracy and capabilities of vision-based systems.
Some well-known companies that develop and provide machine vision software and solutions include Cognex Corporation, Basler AG, Keyence Corporation, National Instruments, and Teledyne Technologies. Other notable players in the market are MVTec Software GmbH, SICK AG, Omron Corporation, and Datalogic S.p.A. These enterprises offer a variety of software products tailored to different industry needs and are actively involved in pushing the boundaries of machine vision capabilities. Show Less Read more