In industrial automation, machine vision plays a vital role by providing automated inspection, quality control, and guidance for manufacturing processes. It utilizes image processing algorithms and cameras to analyze images of products in real-time, ensuring consistency and detecting defects. Machine vision enhances productivity, reduces human error, and increases operational efficiency by enabling precise and reliable monitoring of various industrial tasks.