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Kraak porcelain decorative pattern restoration using generative AI: a pilot study

Abstract This study aims to explore the generation and restoration of Kraak porcelain decorative patterns, employing a stable diffusion model that has been augmented with low-rank adaptation (LoRA) and ControlNet. Kraak porcelain, a historic blue-and-white ceramic traded along the maritime Silk Road...

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Détails bibliographiques
Auteurs principaux: Ren Yujie, Lu Haotian, Liu Chi
Format: Artigo
Langue:Inglês
Publié: Nature Portfolio 2025-10-01
Collection:Scientific Reports
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Accès en ligne:https://doi.org/10.1038/s41598-025-20180-w
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