Fishing ban policies are vital for biodiversity conservation, yet traditional manual patrols are limited by low efficiency and coverage. With advances in artificial intelligence and video surveillance, a collaborative “human defense + technological defense” model has emerged. This study examines its theoretical basis, key mechanisms, and promotion pathways. The findings show that the model improves supervisory precision and coordination, supporting biodiversity protection and ecological governance modernization.