Maritime transportation plays a significant role in international trade and the global supply chain. To enhance maritime safety reduce pollution to marine environment, various regulations conventions are proposed by organizations. ensure that shipping activities comply with relevant regulations, more attention has been paid surveillance. Specifically, cameras have widely equipped on shore drone...