In the global rice industry, quality is paramount. Consumers demand flawless grains that are homogeneous in size and shape. To meet these expectations, precision rice sorting has emerged as a critical process. Employing advanced technologies such as optical scanners, sophisticated machinery can distinguish even minute differences in rice grains, se