Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset

ECCV 2020 (oral, featured in the ECCV 2020 Daily and BEST OF ECCV )

Our paper includes the following details:

  • Introduction of a new task
  • Comparison with existing fashion dataset
  • Fashionpedia ontology specification
  • Dataset creation details
  • Image collections and annotation pipelines
  • Dataset analysis
  • Evaluation protocol and baseline model (Attribute-Mask RCNN)