Data · dataset · 2022
PMD
Listed in Hugging Face Datasets
Introduced in FLAVA paper, Public Multimodal Dataset (PMD) is a collection of publicly-available image-text pairs datasets.
Description
PMD in total contains 70M image-text pairs with 68M unique images. The dataset contains pairs from Conceptual Captions, Conceptual Captions 12M, WIT, Localized Narratives, RedCaps, COCO, SBU Captions, Visual Genome and a subset of YFCC100M dataset.
Links
Get the data
- Hugging Face dataset page huggingface.co/datasets/facebook/pmd ↗
Gated (auto) - request access on the dataset page
landing page · request access · from Hugging Face
Documentation and papers
- arXiv:2111.11431 arxiv.org/abs/2111.11431 ↗
publication · from Hugging Face
- arXiv:2112.04482 arxiv.org/abs/2112.04482 ↗
publication · from Hugging Face
- arXiv:1504.00325 arxiv.org/abs/1504.00325 ↗
publication · from Hugging Face
- arXiv:2103.01913 arxiv.org/abs/2103.01913 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/facebook/pmd ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image to text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | facebook/pmd | 12 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 (65%) |
| 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 |