The invention discloses a recognition method, device and equipment for personnel abnormal
behavior monitoring and a medium, and relates to the technical field of camera monitoring. The method comprises the following steps: acquiring a shot image and preprocessing the shot image; detecting the preprocessed image through a head counting
algorithm, identifying position information of all persons in the image, and generating a unique
person number for each person; inputting the preprocessed image and the number and position information of the personnel into a
large model, analyzing the personnel in the image by the
large model according to at least one set problem, judging whether an abnormal behavior exists or not, and returning the number and position information of the person corresponding to the personnel judged to have the abnormal behavior; and drawing an
annotation graph according to the figure number and the position information provided by the
large model. According to the identification method and device for monitoring the abnormal behaviors of the personnel, the equipment and the medium provided by the invention,
machine room deployment and a
private line network are not needed, the hardware configuration requirement is low, and meanwhile, the dependence on high-quality
annotation data is greatly reduced.