Optical fiber vibration event identification method and device, equipment and storage medium

The invention relates to an optical fiber vibration event identification method and device, equipment and a storage medium, and the method comprises the steps: collecting optical fiber vibration data, and processing the optical fiber vibration data to obtain an excitation picture of a preset size; detecting the excitation picture based on a preset detection network model to obtain a vibration excitation type and a vibration excitation position; detecting a vibration behavior type based on a preset behavior detection model and an optical fiber monitoring video corresponding to the vibration excitation position; and performing fusion processing on the vibration excitation type, the geographic condition and the weather condition corresponding to the vibration excitation position and the vibration behavior type to identify an optical fiber vibration event. According to the method, feature fusion is carried out through the vibration excitation type, the vibration behavior type, the geographic condition correspondi