Surface inspection is a research area that focuses on developing and implementing techniques for the automated inspection and evaluation of surfaces in various industries such as manufacturing, electronics, automotive, and aerospace. This involves using image processing, machine vision, and artificial intelligence technologies to detect defects, imperfections, and anomalies on the surface of materials or products. Surface inspection methods are critical for ensuring product quality, detecting manufacturing errors, and preventing defects in finished products.