Trademark automatic generation method and system based on user preferences

Abstract

The invention relates to a trademark automatic generation method and system based on user preferences, and relates to the technical field of trademark automatic generation, and the method comprises the steps: inputting a trademark image into a trained classifier, and obtaining the potential features of the trademark image; clustering according to the potential features to obtain a classification result of the trademark pictures; inputting the classification result and a set trademark picture into a trained classification model to obtain a classification vector; wherein the set trademark picture is a picture conforming to user preferences; inputting the classification vector into a trained trademark generation model to obtain a target trademark picture; and adjusting the target trademark picture by utilizing a style migration algorithm to obtain a trademark after style adjustment. According to the scheme and device, the trademark generation flexibility can be improved.

Description

technical field [0001] The invention relates to the technical field of automatic trademark generation, in particular to a method and system for automatic trademark generation based on user preference. Background technique [0002] Designing a new brand logo is often a long and tedious process for clients and designers alike. This ended up with many unused drafts from which the client chose his favorite and went through multiple cycles to refine the logo to meet the client's needs and desires. Especially for those clients who do not have a clear idea of ​​the final product, it not only takes time but also requires a lot of cost. And the generated trademark is easy to cause the problem of infringement. [0003] At present, there are some trademark generation websites that provide trademark templates, which are relatively rigid and have poor flexibility; they cannot extract key information based on user descriptions and design suitable trademarks, but simply arrange and combi...

AI Technical Summary

Problems solved by technology

Especially for those customers who don't have a clear idea about the final product, it will not only take time but also a lot of cost

And the generated trademark is easy to cause the problem of infringement

[0003] At present, there are some trademark generation websites that provide trademark templates, which are relatively rigid and have poor flexibility; they cannot extract key information based on user descriptions and design suitable trademarks, but simply arrange and combine materials provided by users and images in the library , unable to highlight the characteristics of the trademark

[0004] The existing trademark generation model has a slow generation speed and cannot meet the needs of production in the project. It is very necessary to improve the efficiency of the model to meet the needs of generation

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