Service Design of Xianju Lantern Handicraft Skills Based on Style Transfer Algorithm

TAO Ye; WANG Shana

doi:10.19554/j.cnki.1001-3563.2025.16.020

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Packaging Engineering ›› 2025, Vol. 46 ›› Issue (16) : 243-252. DOI: 10.19554/j.cnki.1001-3563.2025.16.020

Industrial Design

Service Design of Xianju Lantern Handicraft Skills Based on Style Transfer Algorithm

TAO Ye^1,2,*, WANG Shana³

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Abstract

The work aims to address the urgent issues of declining heritage transmission and inefficient characteristic identification of traditional Xianju Lantern handicraft skills through the style transfer algorithm, so as to improve the efficiency of digital inheritance. The style transfer algorithm was analyzed and combined with the current state of Xianju Lantern handicraft skills and user demand analysis, the dataset of images related to Xianju Lantern handicrafts was investigated to delve into the traditional handicraft image data to uncover the potential law and implement the digital rebirth of handicraft skills. A convolutional neural network (CNN) structure was established for Xianju Lantern handicraft skills, and a testing method for the Xianju Lantern style transfer algorithm was proposed. Then, a service design framework based on the neural style transfer was developed. Through the traditional handicraft service design of Xianju Lantern, the works after the style transfer are displayed, and the application of neural network algorithm in the traditional handicraft field is verified, which expands the service scene of intangible handicraft and enhances the experience of users.

Key words

Xianju Lantern handicraft skills / style transfer algorithm / network structure / service design

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TAO Ye, WANG Shana. Service Design of Xianju Lantern Handicraft Skills Based on Style Transfer Algorithm[J]. Packaging Engineering. 2025, 46(16): 243-252 https://doi.org/10.19554/j.cnki.1001-3563.2025.16.020

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