Clothing electronic tag generation method based on machine vision

Abstract

The invention relates to a clothing electronic tag generation method based on machine vision, and the method is characterized by comprising the following steps of building a Fast Net clothing characteristic multi-dimensional prediction network, wherein the Fast Net clothing characteristic multi-dimensional prediction network comprises a forward propagation part and a backward propagation part; training and testing the FastFastNet clothing characteristic multi-dimensional prediction network by using the DeepFastNet data set, wherein the number of the possible categories corresponding to each characteristic is closely related to the matching degree of the prediction result and the characteristic category of the clothes, and selecting two categories with the highest possible correct probability and the original prediction result for a user to select to form the electronic tag of the clothes. According to the technical scheme provided by the invention, the label output of the clothes can be provided for the clothes recommendation system, and meanwhile, the visual similarity matrix under the predicted error input problem is constructed, so that a good label modification way is providedfor the user.

Description

technical field [0001] The present invention outputs the tag feature of clothing through clothing characteristic classification network and FashionNet clothing characteristic multi-dimensional prediction network, belongs to image processing technical field. Background technique [0002] With the gradual enrichment of people's material life, we have more and more diverse clothing, but we lack a technology that can convert clothing into tags and store them in the database after identification. The application of this technology will greatly improve the level of people's management of household and commercial clothing, and further lay the foundation for the intelligent matching recommendation of clothing in the future. Contents of the invention [0003] The purpose of the present invention is: provide a kind of method that after clothing identification is changed into label, make label can be preserved in the database. [0004] In order to achieve the above object, the techn...

AI Technical Summary

Problems solved by technology

[0002] With the gradual enrichment of people's material life, we have more and more diverse clothing, but we lack a technology that can convert clothing into tags and store them in the database

Images