Government-related image recognition method and device, electronic equipment and storage medium

Abstract

The invention provides a government-related image recognition method and device, electronic equipment and a storage medium. The method includes obtaining a to-be-recognized image; inputting the to-be-recognized image into a pre-trained government-related image recognition model, recognizing first-level image features in the to-be-recognized image through a first-level recognition sub-model in the government-related image recognition model, and determining an initial recognition tag of the to-be-recognized image; determining second-level image features through the second-level identification sub-model, and adjusting the initial identification tag based on the second-level image features to obtain a second-level identification tag; determining third-level image features through a third-level identification sub-model, and adjusting a second-level identification tag based on the third-level image features to obtain a category identification tag; and determining whether the to-be-identified image is a government-related image based on the category identification tag. In this way, by conducting multi-feature analysis on the image, the recognition efficiency of the government-related picture can be effectively improved, and the hit rate of government-related picture recognition can be increased.

Description

technical field [0001] The present application relates to the technical field of image recognition, in particular to a recognition method, device, electronic equipment and storage medium for politically-related images. Background technique [0002] With the vigorous development of Internet technology, the content displayed and shared on social media is becoming more and more abundant. Both officials and individuals can issue notices or make remarks through social media. However, as an open platform, social media can also be used by criminals to publish politically-related content that attacks or discredits the country and affects social harmony and stability. For political-related text content, you can block it by setting keywords or key texts. However, due to the complex definition of political-related images, it is difficult to distinguish them, and traditional image detection and image recognition methods cannot be used to distinguish them. Therefore, how to accurately a...

AI Technical Summary

Problems solved by technology

However, as an open platform, social media can also be used by criminals to publish politically-related content that attacks or discredits the country and affects social harmony and stability

For political-related text content, you can intercept it by setting keywords or key texts. However, due to the complex definition of political-related images, it is difficult to distinguish them, and traditional image detection and image recognition methods cannot be used to distinguish them.

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