Data · dataset · 2022
FairFace
Listed in Hugging Face Datasets
Description
Dataset Card for FairFace Usage from io import BytesIO from PIL import Image import datasets def bytes_to_pil(example_batch): example_batch['img'] = [ Image.open(BytesIO(b)) for b in example_batch.pop('img_bytes') ] return example_batch ds = datasets.load_dataset('nateraw/fairface') ds = ds.with_transform(bytes_to_pil) Dataset
Summary
Read the rest (1 more)
Existing public face datasets are strongly biased toward Caucasian faces, and other races (e.g.… See the full description on the dataset page: huggingface.co/datasets/nateraw/fairface.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/nateraw/fairface ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1908.04913 arxiv.org/abs/1908.04913 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/nateraw/fairface ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image classification
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | nateraw/fairface | 13 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · Hugging Face | connector:huggingface@1.0.0 | /gated |
| concepts[field].local:field:computer-science-ai | mapping · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].local:modality:image | enrichment · Hugging Face | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[task].hf_task:image-classification | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| created_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| description | source · Hugging Face | connector:huggingface@1.0.0 | /description |
| license | source · Hugging Face | connector:huggingface@1.0.0 | /tags[license:*] |
| publication_date | source · Hugging Face | connector:huggingface@1.0.0 | |
| title | source · Hugging Face | connector:huggingface@1.0.0 | /id |
| updated_date | source · Hugging Face | connector:huggingface@1.0.0 |