Outfit Generation and Style Extraction via Bidirectional LSTM and Autoencoder

Understand

When creating an outfit, style is a criterion in selecting each fashion item.

• This means that style can be regarded as a feature of the overall outfit.
• However, in various previous studies on outfit generation, there have been few methods focusing on global information obtained from an outfit.
• To address this deficiency, we have incorporated an unsupervised style extraction module into a model to learn outfits.