Dual-layer models tailored for quartz sand sorting. Single-pass dual-stage sorting with secondary re-inspection mechanism maximizes sorting purity. Powered by ultra-high-resolution VIS imaging and high-performance air ejectors, the system precisely identifies and rejects discolored and heterogeneous particles based on surface features, significantly boosting SiO₂ purity.