Abstract: The present application discloses an information processing method, a task execution method, an apparatus, a device and a medium. The method includes: processing, through a target visual encoding model in a target analysis model, obtained image information to be analyzed, to obtain a corresponding target sequence; fusing, through a target feature fusion model in the target analysis model, the target sequence and obtained text information to be analyzed, to obtain a target fusion result; processing the target fusion result through a target task analysis model in the target analysis model to obtain target task information; and controlling the action execution apparatus to perform an action corresponding to the target task information. The target analysis model is obtained by training an initial analysis model and the initial analysis model comprises an initial visual encoding model and an initial feature fusion model.

Abstract: The present disclosure relates to a method for device identification. The method includes obtaining a network class identification of a network device. The network device establishes a network, and the network class identification indicates a network coverage location of the network established by the network device. The method further includes generating a location identification for a smart device according to the network class identification, and displaying the location identification for the smart device in a smart device list. The smart device is connected to the network.

Abstract: The present disclosure relates to a method for device identification. The method includes obtaining a network class identification of a network device. The network device establishes a network, and the network class identification indicates a network coverage location of the network established by the network device. The method further includes generating a location identification for a smart device according to the network class identification, and displaying the location identification for the smart device in a smart device list. The smart device is connected to the network.