Data · dataset · 2015
Large-scale CelebFaces Attributes (CelebA) Dataset
Listed in BERD@NFDI Data Portal
The CelebA (CelebFaces Attributes Dataset) contains 202,599 celebrity face images spanning 10,177 identities, each annotated with 40 binary facial attributes and 5 landmark locations, offering extensive pose variation and background clutter.
Description
This large‑scale, richly labeled collection can be used for training and evaluating computer‑vision models on tasks such as face attribute recognition, identity verification, detection, landmark localization, and face editing/synthesis.
Please cite the following if you use the data: Liu, Z., Luo, P., Wang, X., & Tang, X. (2015). Deep Learning Face Attributes in the Wild . IEEE Conference on Computer Vision and Pattern Recognition (CVPR).
Links
Where it is published
- BERD@NFDI Data Portal record berd-platform.de/records/va0xk-smp93 ↗
landing page · from berd platform de
Catalogue records · 1
- InvenioRDM API berd-platform.de/api/records/va0xk-smp93 ↗
metadata API · from berd platform de
Topics
- Stated by source
- Machine-learning
- From keywords
- Computer Science & AI · Economics & Finance · Machine learning
- Inferred from text
- Image 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| BERD@NFDI Data Portal | va0xk-smp93 | 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:group:4611 | mapping · berd platform de | vocabulary-mapper@1.0.0 | keywords['Machine learning'] |
| concepts[field].local:field:computer-science-ai | mapping · berd platform de | connector:berd_platform_de@1.0.0 | |
| concepts[field].local:field:economics-finance | 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:machine-learning | 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 |