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Prompt Engineering for the Automated Generation of Weaving Pattern

  • Vanlalhruaia,
  • Vanlalhmangaiha Khiangte

摘要

This research explores the concept of prompt engineering as a powerful methodology for the automated generation of weaving patterns. We investigate the application of generative AI methods to facilitate the creative process of designing new weave patterns employing fundamental weave patterns as the foundation. Prompt engineering involves meticulously constructing prompts and instructions to leverage the capabilities of AI models in producing novel and complex weave designs. The study underscores that prompt engineering not only expedites the weaving pattern creation process but also serves as a catalyst for heightened creativity and efficiency within the textile industry. By carefully curating prompts, designers can guide AI models to produce designs that seamlessly blend traditional craftsmanship with cutting-edge technology. This fusion not only pushes the boundaries of creative expression but also facilitates the incorporation of technological advancements into the age-old art of weaving. The research marks a significant stride toward revolutionizing textile design methodologies. It showcases the transformative potential of AI-driven prompt engineering, offering a bridge between artisanal practices and contemporary technological tools. As the textile industry embraces these innovative approaches, the synthesis of human creativity and artificial intelligence becomes a powerful force, paving the way for a future where intricate and unique weaving patterns are crafted collaboratively by human designers and intelligent machines.