The role of machine vision in industrial automation is to provide advanced visual inspection and analysis capabilities. This technology uses algorithms and sensors to evaluate products or processes in real-time, ensuring quality control and precision manufacturing. Machine vision systems can detect defects, measure dimensions, and identify objects, thereby eliminating human error and increasing efficiency. By automating visual inspection tasks, manufacturers can improve throughput and quality, leading to reduced waste and enhanced productivity in industrial environments.