Creating Capsule Wardrobes from Fashion Images

Understand

We propose to automatically create capsule wardrobes.

• Given an inventory of candidate garments and accessories, the algorithm must assemble a minimal set of items that provides maximal mix-and-match outfits.
• We pose the task as a subset selection problem.
• To permit efficient subset selection over the space of all outfit combinations, we develop submodular objective functions capturing the key ingredients of visual compatibility, versatility, and user-specific preference.