KnitDiff: Constraint-aware diffusion modeling for knit pattern generation
Published online on December 17, 2025
Abstract
Textile Research Journal, Ahead of Print.
This study introduces KnitDiff, a constraint-aware diffusion modeling framework for intelligent knit pattern generation. Integrating a KnitPrompt Engine with Stable Diffusion models, KnitDiff bridges creative design and textile engineering by translating ...
This study introduces KnitDiff, a constraint-aware diffusion modeling framework for intelligent knit pattern generation. Integrating a KnitPrompt Engine with Stable Diffusion models, KnitDiff bridges creative design and textile engineering by translating ...