Target object classification method and device, electronic equipment and storage medium

Abstract

The embodiment of the invention provides a target object classification method and device, and the method comprises the steps: obtaining a text label of a text object, and extracting the text feature of the text object according to the text object and the text label; acquiring image features of the non-text object and image statistical features of the non-text object, and extracting fusion features of the non-text object according to the image features and the image statistical features; and predicting a classification result of the target object according to the text feature, the fusion feature and the content statistical feature of the target object. According to the embodiment of the invention, the target object comprising a plurality of non-text objects and at least one text object is classified, the number of the non-text objects in the target object and the type of the non-text objects are not limited, and the classification range of the target object is expanded. According to the embodiment of the invention, when the target object is classified, not only is the target object utilized, but also the content statistical features of the target object are utilized, the feature data of classification is enriched, and the classification effect of the target object is improved.

Description

technical field [0001] The present invention relates to the field of Internet technologies, and in particular, to a target object classification method, apparatus, electronic device and computer-readable storage medium. Background technique [0002] User Generated Content (UGC for short) is some content published by users of the Internet platform on the network platform. For example, UGC includes user comments on the platform's merchants, products, etc. Since UGC is self-generated by users, UGC content reflects different users' feelings and evaluations of some merchants or products. Therefore, many users will learn about merchants or products by viewing the UGC of merchants or products. [0003] In order to allow users to obtain UGC with reference value, Internet platforms usually classify UGC through some classification algorithms or classification models, and display UGC to users according to the classification results. [0004] In the prior art, there are some models or...

AI Technical Summary

Problems solved by technology

[0004] In the prior art, there are some models or algorithms that can classify UGC containing images and texts. However, they can only classify GUCs containing a single image and text, UGCs containing multiple images and texts, or UGCs containing video and audio When classifying with text UGC, the classification result obtained by classification is inaccurate

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