Sea surface target trajectory prediction method, terminal equipment and storage medium

The invention relates to a sea surface target trajectory prediction method, terminal equipment and a storage medium, and the method comprises the steps: S1, collecting a sea surface target video, carrying out the anchor frame labeling of a sea surface target in a video frame of the sea surface target video, and constructing a training set according to the labeled video frame; s2, constructing a sea surface target trajectory prediction model based on a long-short term memory network, and performing optimization training on parameters in the sea surface target trajectory prediction model through the training set and a QABC algorithm, so that a loss function of the sea surface target trajectory prediction model corresponding to the trained parameters is minimum, taking the sea surface target trajectory prediction model corresponding to the trained parameters as a final model; and S3, predicting the trajectory of the sea surface target through the final model. According to the invention, the prediction capability