Locomotive driver action identification method and system

The invention belongs to the technical field of rail transit, and particularly relates to a locomotive driver action recognition method and system. Firstly, N continuous frames of image data in video data are obtained, the video data comprise to-be-detected locomotive driver target information, and N is a natural number of 8, 16 and 32; spatial position information and Re-ID feature information of continuous N frames of a to-be-detected target are obtained at the same time according to the target detection re-identification model, the continuous N frames of the to-be-detected target are identified and tracked, and Re-ID features are feature information extracted and re-identified from a target frame; and finally, inputting continuous N frames of tracking information of the to-be-detected target to the action detection model to obtain an action recognition result. According to the invention, real-time identification and tracking trajectory prediction are carried out on the to-be-detected multi-target individua