基于Lora模型的传统服饰数字化传承与创新设计

——以蒙古族服饰为例

打开文本图片集

Abstract：Thefocusofthisstudyisonthetextualresearchanddigitizationoftraditionalclothing，trainingtoformastableLora model.Buildingonthis，itcombinesspecificuseranddesignerneedstocreatedesigns withconsistentstyles.Thestudydigitizes typical elementsof Mongoliantraditional Costumeandanalyzes thecolorsof typicalMongolian garments，processing them digitally toasistindivergentdesign.Itestablises workflowstailoredtovarious design stylesandtests theimagegeneration efectsofthemodelacross diferentpaths.Theresultsindicatethatusingacomprehensivedatasetoftraditionalclothingand itscolors，astableLoramodelcanbeformedthroughdeplearning.Thedifusionmodel，basedonthisgeneratesimagesand designs i multiplestyles，efectivelyachieving cultural heritageand innovativedesign migrationoftraditionalclothing.This providesareferenceforfashiondesignersandresearchers inthefashionindustrytouseAIGCtechnologyfortheinheritaceand innovation of traditional Chinese clothing.

KeyWords：LoraModel;MachineLearning;CostumeColor;MongolianAttire

近年来，随着AI技术的发展，越来越多的研究者探索并扩展着数字艺术与设计创意需求的边界，扩散模型、去噪扩散概率模型、潜空间扩散模型等不断地迭代，不断地提高扩散模型的图像生成效率。（剩余6485字）