WordRobe: Text-Guided Generation of Textured 3D Garments

arXiv:2403.17541v1 Announce Type: new
Abstract: In this paper, we tackle a new and challenging problem of text-driven generation of 3D garments with high-quality textures. We propose "WordRobe", a novel framework for the generation of unposed & textured 3D garment meshes from user-friendly text prompts. We achieve this by first learning a latent representation of 3D garments using a novel coarse-to-fine training strategy and a loss for latent disentanglement, promoting better latent interpolation. Subsequently, we align the garment latent space to …

abstract arxiv cs.cv cs.gr framework meshes novel paper prompts quality representation text type