Coastal ship identification method, system and device and storage medium

The invention discloses a coast ship identification method, system and device and a storage medium, and the method comprises the steps: obtaining a training data set which at least comprises label data and/or target value data; inputting the training data set into a deep learning model to generate a coast prevention and control identification model; and acquiring to-be-identified image information, inputting the acquired to-be-identified image information to the coastal prevention and control identification model, and outputting target position and category information. According to the method, the generated coastal prevention and control identification model is trained, the to-be-identified image information is utilized, and the ship target position and category information in the identification image is output, so that the identification efficiency, accuracy and response capability of the model are improved, and safer and more intelligent monitoring and safety management are helped to be realized. 本申请公开了一种海