TexControl: Sketch-Based Two-Stage Fashion Image Generation Using Diffusion Model

arXiv:2405.04675v1 Announce Type: new
Abstract: Deep learning-based sketch-to-clothing image generation provides the initial designs and inspiration in the fashion design processes. However, clothing generation from freehand drawing is challenging due to the sparse and ambiguous information from the drawn sketches. The current generation models may have difficulty generating detailed texture information. In this work, we propose TexControl, a sketch-based fashion generation framework that uses a two-stage pipeline to generate the fashion image corresponding to the sketch input. First, we adopt …

abstract arxiv clothing cs.cv cs.gr current deep learning design designs diffusion diffusion model fashion however image image generation information inspiration processes sketches stage texture type