Summary
Used computer vision to classify confiscated marine shells by ecosystem to enable safe return to their native habitats. Replaced manual identification with scalable, real-time analysis supported by expert validation. Helped restore biodiversity, stabilize coastal ecosystems, and improve environmental stewardship operations.