To address quality issues such as foreign object contamination, discoloration, phase grading, and packaging defects in materials such as sunflower seeds, peanuts, walnuts, and almond wood, as well as packaged nut seed products, intelligent sorting machines can be used to provide customers with detection and sorting solutions for foreign objects, size, appearance, and other aspects.