Published April 15, 2019 | Version v3
Open dataset

Pinterest Fashion Compatibility

  • 1. University of California San Diego
  • 2. Pinterest
  • 3. Stanford University

Description

Description

The Pinterest Fashion Compatibility dataset (also known as "Shop the Look") captures scene-product pairs collected by Julian McAuley's lab (University of California San Diego): images (scenes) containing fashion or home products, labeled with bounding boxes and links to the corresponding products. It includes anonymized scene and product signatures, normalized bounding box coordinates, and product category labels, available as two separate datasets (fashion and home) with 47,739 scenes, 38,111 products, and 93,274 scene-product pairs.

Please cite the following if you use the data:

Complete the Look: Scene-based complementary product recommendation
Wang-Cheng Kang, Eric Kim, Jure Leskovec, Charles Rosenberg, Julian McAuley
CVPR, 2019
DOI: https://doi.org/10.48550/arXiv.1812.01748

Details

Resource type Open dataset
Title Pinterest Fashion Compatibility
Creators
  • Kang, Wang-Cheng1
  • Kim, Eric2
  • Leskovec, Jure3, 2 ORCID icon
  • Rosenberg, Charles2
  • McAuley, Julian1 ORCID icon
  • Publisher University of California San Diego
    Year of publication 2019
    External resource https://github.com/kang205/STL-Dataset
    Size 29 MB
    Formats JSON format (.json)
    Related works
    Is cited by
    Journal article: 10.3390/app13053214 (DOI)
    Is described by
    https://cseweb.ucsd.edu/~jmcauley/datasets.html#pinterest (URL)
    Preprint: 10.48550/arXiv.1812.01748 (DOI)