Fashion Transfer: Dressing 3D Characters from Stylized Fashion Sketches

Fashion design often starts with hand-drawn, expressive sketches that communicate the essence of a garment over idealized human bodies. We propose an approach to automatically dress virtual characters from such input, previously complemented user-annotations. In contrast prior work requiring users draw garments accurate proportions each character be dressed, our method follows style transfer strategy : information extracted single, annotated fashion sketch can used inform synthesis one many new garment(s) similar style, yet different proportions. particular, we define loose its silhouette and folds, which extract drawing. Key is both shape repetitive patterns folds 2D input. As results show, input variety morphologies, humans cartoon-style characters.