FICE: Text-conditioned fashion-image editing with guided GAN inversion

Martin Pernus, Clinton Fookes, Vitomir Struc, Simon Dobrisek

Abstract: Highlights•We propose a novel text-conditioned fashion image editing model called FICE.•FICE is an extended GAN inversion method tailored towards the fashion domain.•Descriptions are integrated with the GAN inversion process to manipulate appearance.•Comprehensive experiments show that FICE obtains state-of-the-art results.