A mucous membrane contact action recognition method and device, computer equipment and a storage medium

The invention discloses a mucous membrane contact action recognition method and device, computer equipment and a storage medium. The method comprises the following steps: decoding a video to be detected to obtain an image frame; performing face detection on the image frame to obtain face data; inputting the face data into a pre-trained mucous membrane contact action recognition model, recognizing whether the mucous membrane contact action exists in the face data or not through the mucous membrane contact action recognition model, and obtaining the mucous membrane contact action recognition model by training a face data sample marked with the mucous membrane contact condition. Therefore, the mucous membrane contact action is converted into a picture classification problem by using a deep learning method, and the picture captured by the monitoring camera is analyzed, so that long-time continuous analysis can be realized, a real scene can be restored to the greatest extent, and the aim of real-time analysis is f