{"title":"Classification and improvement of multi label image based on vgg16 network","authors":"Weiguo Yi, Siwei Ma, Heng Zhang, B. Ma","doi":"10.1109/ISPDS56360.2022.9874175","DOIUrl":null,"url":null,"abstract":"Absrtact: Aiming at the problem of clothing classification, a convolution neural network based on vgg16 is proposed. Firstly, the color and name data of clothing are labeled, and then trained on vgg16 model; Finally, vgg16 model is fine tuned and added to migration learning. The results show that the accuracy of this method is higher than that of the original model, which is suitable for garment classification and has a good application prospect.","PeriodicalId":280244,"journal":{"name":"2022 3rd International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-07-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 3rd International Conference on Information Science, Parallel and Distributed Systems (ISPDS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ISPDS56360.2022.9874175","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0
Abstract
Absrtact: Aiming at the problem of clothing classification, a convolution neural network based on vgg16 is proposed. Firstly, the color and name data of clothing are labeled, and then trained on vgg16 model; Finally, vgg16 model is fine tuned and added to migration learning. The results show that the accuracy of this method is higher than that of the original model, which is suitable for garment classification and has a good application prospect.
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