Based on AI visual large models, various materials can be sorted by quickly locating and classifying them according to features such as color, text, and shape. It is suitable for irregularly shaped and transparent materials, and can be rapidly trained and applied to complex materials for multifunctional sorting, palletizing, boxing, and packaging production lines.