Case Name: Guizhou, China · AI Creative Empowerment and Industrial Integration Demonstration Project of Miao Embroidery in Shibing County

Case Category: Technological Empowerment for the Inheritance and Innovation of Intangible Cultural Heritage

Case Location: Guizhou Province, China

Case Applicant: Shibing County Wushui Yuntai Tourism Commodity Development Co., Ltd., Guizhou Province

Case Overview:

Case Description

Focusing on the AI empowerment and intelligent manufacturing of the Miao embroidery industry in Guizhou, this case centers on the integrated innovation of "Miao embroidery + AI". Relying on cutting-edge technologies such as big data, artificial intelligence, and image processing, it builds a complete system covering the collection, digital processing, intelligent generation, industrialized production, and multi-scenario application of Miao embroidery patterns. Meanwhile, it establishes a "digital gene library" of Miao embroidery to counter the risk of craftsmanship being lost, establishing a digital protection gene library for Miao embroidery intangible cultural heritage, a multi-modal Miao embroidery vertical large model driven by cultural characteristics, a collaborative platform for intelligent design and production, and an intelligent manufacturing base, as well as the construction of a Miao embroidery intelligent manufacturing base and demonstration of scene application.

The case has connected the industrial chain of "AI Design → Intelligent Production → Global Communication". By systematically collecting, labeling, and analyzing Miao embroidery patterns and stitching techniques, it realizes intelligent generation and customized design of patterns, building a new digital industry ecosystem for Miao embroidery that integrates pattern recognition, design innovation, intelligent manufacturing, and cultural communication. This promotes the transformation of Miao embroidery from traditional handicraft to digital, intelligent, and large-scale production.

Solutions and Innovation

Through AIGC (Generative Artificial Intelligence) technology, the case achieves functions such as "text-to-image", "image-to-image", and "command-generated patterns", shortening the design cycle of Miao embroidery products from the original one to two weeks to three days, reducing design costs by more than two-thirds, and improving production efficiency by over 80%. From the input of language or image commands to pattern generation, 3D mapping, process optimization, and then to automatic scheduling and intelligent quality inspection, a complete digital production chain has been formed, truly realizing the design vision of "what is desired is obtained instantly".

For the first time, this case applies technologies such as multi-modal large models, fractal geometry, and extension element representation to the cultural analysis and creative generation of Miao embroidery, realizing the intelligent inheritance of intangible cultural heritage craftsmanship. Based on the construction of a big data model application platform, the case uses AI technology to explore the characteristics and creative points of Miao embroidery patterns, and generates design drafts for fashion, clothing accessories, and cultural and creative products with diverse shapes, fabrics, and colors in the cloud, providing a full chain of services from AI design, order generation to finished product production, and enhancing product added value. The platform simultaneously constructs "intangible cultural heritage Miao embroidery + cultural tourism" diverse consumption scenarios, forming a coordinated development ecosystem for cultural inheritance, industrial upgrading, and employment promotion. The whole chain collaborates to connect the entire process of "cultural semantic extraction — AI design generation — intelligent manufacturing — network-based operation", building a closed industrial ecosystem covering design, production, sales, and training.

Social Effects

Adopting the model of "company + cooperative + farmer", this case enables embroidery women to work at their doorsteps, increase their income, and support rural revitalization. Focusing on training and driving women's employment, it has promoted more than 1,300 rural women to participate in the Miao embroidery industry, enhancing their economic independence.

The case realizes the coordination of economic and social benefits. Relying on the Miao embroidery pattern database and AI large model software to assist in designing Miao embroidery patterns, it cooperates with more than 20 leading enterprises in the clothing and cultural and creative product industries to develop more than 100 derivative products, including clothing, household items, cultural tourism souvenirs, etc., driving the new revenue of related industries to reach 50 million yuan. Meanwhile, it constructs a digital asset library of Miao embroidery patterns, collecting more than 1,000 traditional pattern styles to achieve permanent digital evidence storage; interprets the cultural significance of Miao embroidery through AI technology to form a systematic cultural knowledge map; and establishes digital archives of Miao embroidery cultural inheritors to record traditional craftsmanship techniques and cultural stories.

Support for Sustainable Development Goals

SDG 1 (No Poverty)

SDG 5 (Gender Equality)

SDG 9 (Industry, Innovation and Infrastructure)