switchablenorms/DeepFashion2 resource
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf observed · 2026-08-28
Health v2 · maintenance only
34/100
- Activity 3
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2787
- days_rel: n/a
- days_push: 582
- n_releases_24m: 0
Adoption not part of the score
2625 stars · 379 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
DeepFashion2 is a large-scale fashion dataset with 491K images covering 13 clothing categories, annotated with bounding boxes, dense landmarks, per-pixel masks, and 873K commercial-consumer clothing pairs. It includes train, validation, and test splits plus baseline code for tasks like landmark estimation and clothes retrieval.
Use cases
- train a clothing detection model
- segment clothes in images with per-pixel masks
- estimate dense landmarks on garments
- build a consumer-to-shop clothes retrieval system
- benchmark fashion image classification across 13 categories
- research clothing style and viewpoint variation
When to choose
- you need labeled fashion imagery for detection, segmentation, or landmark tasks
- you are researching cross-domain commercial-consumer clothing matching
- you want a benchmark for fashion computer vision challenges
When to avoid
- you need a permissively licensed dataset for commercial products (no license is specified)
- your domain is not fashion or clothing imagery
- you need video or text fashion data rather than images
Facets
dataset · maturity stable
computer-vision image-processing machine-learning computer-vision image-processing machine-learning python cross-platform fashion dataset image-segmentation landmark-estimation clothes-retrieval object-detection instance-segmentation
1 source
- readme: https://github.com/switchablenorms/DeepFashion2 · fetched 2026-08-28 · 4e8d21d6be06
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| switchablenorms/DeepFashion2 | main | 34 |
For agents
markdown · JSON · MCP: product_card(name="switchablenorms/DeepFashion2")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem