Vision Systems in Industry: From Cameras to Analytics
Vision Systems in Industry: From Cameras to Analytics Vision systems help manufacturers raise quality and efficiency. Today, cameras, lighting, and smart software work together to inspect items as they move along the line. They can spot small defects, read labels, and guide robots with precision. This blend of hardware and analytics is reshaping daily production. Understanding how they work starts with a simple data flow: capture, preprocess, analyze, and act. The camera collects an image, lighting makes features clear, and a computer or edge device runs software to compare what is seen with expected results. When a defect is found, a signal can stop a machine, divert a part, or trigger a quality report. ...