Data · dataset · 2019
Pinterest Fashion Compatibility
Listed in BERD@NFDI Data Portal
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.
Description
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: doi.org/10.48550/arXiv.1812.01748
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/wskmx-mmb09 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/wskmx-mmb09 ↗
metadata API · from berd platform de
Topics
- Stated by source
- Clothing · Clothing industry · E-commerce · Pattern recognition · Personalization · Shoppable products
- From keywords
- Economics & Finance · Engineering · Pattern recognition
- Inferred from text
- Image 65%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | wskmx-mmb09 | 11 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].anzsrc:field:460308 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Pattern recognition'] |
| concepts[field].local:field:economics-finance | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:engineering | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · berd platform de | keyword-concept-rules@1.0.0 | title+description (65%) |
| concepts[topic].invenio_subject:berd_platform_de:clothing | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:clothing-industry | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:e-commerce | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:pattern-recognition | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:personalization | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[topic].invenio_subject:berd_platform_de:shoppable-products | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| description | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/description |
| publication_date | source · berd platform de | connector:berd_platform_de@1.0.0 | |
| title | source · berd platform de | connector:berd_platform_de@1.0.0 | /metadata/title |
| updated_date | source · berd platform de | connector:berd_platform_de@1.0.0 |