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arxiv: 1904.07460 · v2 · pith:567AY66Inew · submitted 2019-04-16 · 💻 cs.CV

Fashion-AttGAN: Attribute-Aware Fashion Editing with Multi-Objective GAN

classification 💻 cs.CV
keywords fashionfashion-attgantaskattganattribute-awareeditingattributesavailable
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In this paper, we introduce attribute-aware fashion-editing, a novel task, to the fashion domain. We re-define the overall objectives in AttGAN and propose the Fashion-AttGAN model for this new task. A dataset is constructed for this task with 14,221 and 22 attributes, which has been made publically available. Experimental results show the effectiveness of our Fashion-AttGAN on fashion editing over the original AttGAN.

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