Integrated detection method and system for transport ship

The invention provides an integrated detection method and system for a transport ship, and belongs to the field of transport ship detection. A transport ship passing through a port is captured, a captured image is preprocessed, a pre-trained YOLOV5 model is adopted to identify the type of the transport ship, when the cargo ship is identified, whether the cargo ship is subjected to cabin sealing operation or not is further detected, and when a container ship is identified, the number of containers is further detected. And when the cargo ship is not sealed or the number of the containers of the container ship exceeds the number reported in advance, information of the illegal ship is reported to a law enforcement department in real time. According to the method, centralized detection and effective supervision of the transport ship can be achieved, so that related departments can monitor the illegal ship in time, material resources and manpower are saved, contributions are made to marine environment management, a