Data · dataset · 2022
Conceptual 12M
Listed in Hugging Face Datasets
Conceptual 12M is a large-scale dataset of 12 million image-text pairs specifically meant to be used for visionand-language pre-training.
Description
Its data collection pipeline is a relaxed version of the one used in Conceptual Captions 3M.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/google-research-datasets/conceptual_12m ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2102.08981 arxiv.org/abs/2102.08981 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/google-research-datasets/conceptual_12m ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image to text
- From keywords
- Computer Science & AI
Provenance · 1 source records, 9 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | google-research-datasets/conceptual_12m | 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[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_text | source · Hugging Face | connector:huggingface@1.0.0 | |
| 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 |