The present application relates to an interactive behavior identification method and apparatus, a computer device and a storage medium. The method comprises: acquiring an image to be detected; inputting the image into a preset multi-task model to obtain key points and a detection frame of a passerby in the image, wherein the key points are located inside the detection frame, and the multi-task model is used for passerby detection and human body key point detection; and according to the key points of the passerby and a preset item rack image corresponding to the image, determining interactive behavior information of the passerby and a corresponding item rack. By using the present method, interactive behavior between passersby and items may be efficiently identified.
INTERACTIVE BEHAVIOR RECOGNIZING METHOD, DEVICE, COMPUTER EQUIPMENT AND STORAGE MEDIUM