Irina Yu. Mamedova, Alexey S. Churin, Irina A. Оranskaya
{"title":"ORIGINALITY OF DESIGN OBJECTS CREATED WITH THE HELP OF NEURAL NETWORKS","authors":"Irina Yu. Mamedova, Alexey S. Churin, Irina A. Оranskaya","doi":"10.34216/2587-6147-2023-2-60-62-69","DOIUrl":"https://doi.org/10.34216/2587-6147-2023-2-60-62-69","url":null,"abstract":"This article examines in detail the current issue of originality of design objects created using neur- al networks, and denotes that the degree of originality of the result depends on various factors, such as the complexity of the query, the degree of transformation of the original visual image, and the use of various non-neural network models. The article focuses on the importance of understanding artistic originality and plagiarism in design, which helps define the boundaries between unique and borrowed creativity. A careful analysis of the findings led to the conclusion that there is a significant correlation between the formulation of the query and the originality of the resulting image. Thus, in order to achieve the most unique and creative results, it is necessary to carefully approach the formulation of initial queries and the choice of neural net- work parameters.","PeriodicalId":478153,"journal":{"name":"Tehnologii i kačestvo","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135768634","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Anton V. Abramov, Aleksandr D. Klim, Margarita V. Rodicheva, Aleksandr S. Doriomedov
{"title":"STUDY OF MOISTURE RECOVERY PROCESSES OF KNITTED FABRICS FOR THE BASE LAYER OF WINTER CLOTHING SETS","authors":"Anton V. Abramov, Aleksandr D. Klim, Margarita V. Rodicheva, Aleksandr S. Doriomedov","doi":"10.34216/2587-6147-2023-2-60-5-9","DOIUrl":"https://doi.org/10.34216/2587-6147-2023-2-60-5-9","url":null,"abstract":"The article considers the problem of predicting the moisture exchange of textile materials in a wet state using the example of knitted fabrics for underwear. Based on the thermodynamic analogy of heat and moisture transfer processes, an experimental scale of the moisture transfer potential of a reference body was constructed. As a result of the study of the mass transfer system “sample – reference body”, the mass transfer characteristics of several knitted fabrics were obtained. Thermodynamic relations are obtained for calculating the intensity of moisture transfer of textile materials in a bag of clothes. The results of calculations are given on the example of the selected samples. The results of the calculations made it possible to establish the relation- ship between the moisture flux density from the sample and the value of the moisture transfer potential. Signifi- cant differences between these flows have been established. The data obtained make it possible to make a fore- cast about the operational efficiency of clothing with various options for the material of the linen layer.","PeriodicalId":478153,"journal":{"name":"Tehnologii i kačestvo","volume":"40 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135768958","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}