Definition of Machine Vision
The technology and methods used to provide imaging-based automatic inspection, analysis, and interpretation in various applications.
Explanation of Machine Vision
Machine vision is a technology that enables computers and machines to interpret and understand visual information from the physical world. This involves using cameras, sensors, and algorithms to capture and analyze images or video. Machine vision is used in various applications, such as quality control in manufacturing, object recognition in robotics, and automated inspection systems. For example, in a manufacturing plant, machine vision can detect defects in products on an assembly line, ensuring high-quality standards. The technology relies on techniques such as image processing, pattern recognition, and machine learning to analyze visual data and make decisions based on that information. Machine vision improves efficiency, accuracy, and speed in tasks that require visual inspection and analysis. By automating these processes, businesses can reduce human error, increase productivity, and enhance overall operational performance. The goal of machine vision is to enable machines to see and understand the visual world, providing valuable insights and capabilities in various industries.