The present application discloses an object recognition method and device in the artificial intelligence (AI) field. It relates to the AI field. It particularly relates to the field of computer vision. The method comprises: obtaining one or more body region of an image to be recognized, and determining a significance score for each of the one or more body region; when the significance score of the body region A is greater than or equal to a classification threshold, determining the feature vector of an object in a body region A according to the features of the object in the body region A, and determining the category of the object in the body region A according to the feature vector of the object in the body region A and the category feature vector in a feature library; wherein, the body region A is any one of the one or more body regions. The object recognition method of the present application is suitable for various application scenes of object recognition, and is beneficial to improving the efficiency of object recognition.
OBJECT RECOGNITION METHOD AND DEVICE