Imaging · dataset · 2022
jordanparker6/publaynet
Listed in Hugging Face Datasets
PubLayNet PubLayNet is a large dataset of document images, of which the layout is annotated with both bounding boxes and polygonal segmentations.
Description
The source of the documents is PubMed Central Open Access Subset (commercial use collection). The annotations are automatically generated by matching the PDF format and the XML format of the articles in the PubMed Central Open Access Subset.
More details are available in our paper "PubLayNet: largest dataset ever for document layout… See the full description on the dataset page: huggingface.co/datasets/jordanparker6/publaynet.
Links
Where it is published
- Hugging Face dataset page huggingface.co/datasets/jordanparker6/publaynet ↗
landing page · from Hugging Face
Documentation and papers
- arXiv:1908.07836 arxiv.org/abs/1908.07836 ↗
publication · from Hugging Face
Catalogue records · 1
- Hub API huggingface.co/api/datasets/jordanparker6/publaynet ↗
metadata API · from Hugging Face
Topics
- Stated by source
- image · image to text
- From keywords
- Computer Science & AI
- Inferred from text
- Image 65%
Provenance · 1 source records, 11 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| Hugging Face Datasets | jordanparker6/publaynet | 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].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_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 |