Data · dataset · 2022
RedCaps
Listed in Hugging Face Datasets
RedCaps is a large-scale dataset of 12M image-text pairs collected from Reddit.
Description
Images and captions from Reddit depict and describe a wide variety of objects and scenes. The data is collected from a manually curated set of subreddits (350 total), which give coarse image labels and allow steering of the dataset composition without labeling individual instances.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/kdexd/red_caps ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2111.11431 arxiv.org/abs/2111.11431 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/kdexd/red_caps ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image to text
- 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 | kdexd/red_caps | 15 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-to-text | 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 |