Imaging · dataset · 2022
COYO-700M
Listed in Hugging Face Datasets
Dataset Card for COYO-700M Dataset
Description
Summary
COYO-700M is a large-scale dataset that contains 747M image-text pairs as well as many other meta-attributes to increase the usability to train various models. Our dataset follows a similar strategy to previous vision-and-language datasets, collecting many informative pairs of alt-text and its associated image in HTML documents. We expect COYO to be used to train popular large-scale foundation models complementary to other… See the full description on the dataset page: huggingface.co/datasets/kakaobrain/coyo-700m.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/kakaobrain/coyo-700m ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:2102.05918 arxiv.org/abs/2102.05918 ↗
publication · from Hugging Face
- arXiv:2204.06125 arxiv.org/abs/2204.06125 ↗
publication · from Hugging Face
- arXiv:2010.11929 arxiv.org/abs/2010.11929 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/kakaobrain/coyo-700m ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image to text · tabular · text · text to image · zero shot classification
- From keywords
- Computer Science & AI
- Inferred from text
- Image 75%
Provenance · 1 source records, 15 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | kakaobrain/coyo-700m | 14 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].hf_modality:image | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:tabular | source · Hugging Face | connector:huggingface@1.0.0 | |
| concepts[modality].hf_modality:text | source · 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:*] |
| concepts[task].hf_task:text-to-image | source · Hugging Face | connector:huggingface@1.0.0 | /tags[task_categories:*] |
| concepts[task].hf_task:zero-shot-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 |