Regularizing Reasons for Outfit Evaluation with Gradient Penalty

Understand

In this paper, we build an outfit evaluation system which provides feedbacks consisting of a judgment with a convincing explanation.

• The system is trained in a supervised manner which faithfully follows the domain knowledge in fashion.
• We create the EVALUATION3 dataset which is annotated with judgment, the decisive reason for the judgment, and all corresponding attributes (e.g.
• print, silhouette, and material \etc.).