US Patent No. 11,048,983

METHOD, TERMINAL, AND COMPUTER STORAGE MEDIUM FOR IMAGE CLASSIFICATION


Patent No. 11,048,983
Issue Date June 29, 2021
Title Method, Terminal, And Computer Storage Medium For Image Classification
Inventorship Zhiwei Zhang, Beijing (CN)
Fan Yang, Beijing (CN)
Assignee BEIJING DAJIA INTERNET INFORMATION TECHNOLOGY CO., LTD., Beijing (CN)

Claim of US Patent No. 11,048,983


1. A method for image classification, comprising:determining an image feature vector of an image based on a convolutional neural network, wherein the image comprises textual information;
determining a text feature vector based on the textual information and an embedded network;
determining an image-text feature vector by joining the image feature vector with the text feature vector;
determining a first classification result vector corresponding to the image feature vector, a second classification result vector corresponding to the text feature vector, and a third classification result vector corresponding to the image-text feature vector, based on a deep neural network;
determining a target result vector by weighting and summing the first classification result vector, the second classification result vector and the third classification result vector; and
determining a category of the image based on the target result vector.