ICCV 2023 – Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing

In this episode we discuss Multimodal Garment Designer: Human-Centric Latent Diffusion Models for Fashion Image Editing
by Alberto Baldrati, Davide Morelli, Giuseppe Cartella, Marcella Cornia, Marco Bertini, Rita Cucchiara. This paper introduces a framework for generating fashion images using multimodal prompts such as text, body poses, and garment sketches. The proposed architecture utilizes latent diffusion models, a novel approach in the fashion domain. The effectiveness of the framework is demonstrated through experiments using extended fashion datasets, showing realistic and coherent results.