|
--- |
|
task_categories: |
|
- object-detection |
|
version: 2024.07.17 |
|
license: cc-by-4.0 |
|
pretty_name: LADaS |
|
size_categories: |
|
- 1K<n<10K |
|
--- |
|
|
|
# LADaS: Layout Analysis Dataset with Segmonto |
|
|
|
## Dataset Details |
|
|
|
LADaS, created by the [ALMANaCH team-project](https://almanach.inria.fr/index-en.html) at Inria, |
|
continued in partnership with other researchers, is a multidocuments diachronic layout analysis |
|
dataset. This dataset includes: |
|
|
|
- Monographs from the Bibliothèque Nationale de France (17th century - today); |
|
- PhD Thesis, in various fields (not only STEM, 20th-21st century); |
|
- Selling Catalogs (for manuscripts and art pieces), in various fields (18th-20th century); |
|
- Noisy digitization (with fingers for example, 20th-21st century); |
|
- Academic papers (mostly Humanities and Social Sciences) (19th-21st century); |
|
- Magazines about technologies and video games, from 1920s to 2010; |
|
- Misc stuff found here and there. |
|
|
|
The data are in YoloV8 bbox format (center_x center_y width height). |
|
|
|
The script in document is mostly Latin script, and language is mostly French with some representation of the main |
|
western academic languages. |
|
|
|
### Annotations |
|
|
|
Label Annotation have been conducted using the [SegmOnto](https://segmonto.github.io/) vocabulary. |
|
An annotation guide is available [here](https://github.com/DEFI-COLaF/LADaS/blob/25d4cf3f850cf79d18af572153cfbc73deff4160/AnnotationGuide.md). |
|
|
|
|
|
### Dataset Description |
|
|
|
|
|
- **Curated by:** Thibault Clérice & Juliette Janès |
|
- **Funded by:** Défi COLaF, Inria |
|
- **License:** CC-BY |
|
|
|
## Uses |
|
|
|
### Direct Use |
|
|
|
- Layout Analysis |
|
|
|
## Dataset Structure |
|
|
|
- Data contains the main `split` that is loaded through `load_dataset("CATMuS/medieval")` |
|
- Data can be split with each manuscript inside train, val and test using the `gen_split` columns which results in a 90/5/5 split |
|
- The image is in the `im` column, and the text in the `text` column |
|
|
|
### Annotations [optional] |
|
|
|
#### Annotation process |
|
|
|
The annotation process is described in the [dataset paper](https://inria.hal.science/hal-04453952). |
|
|
|
#### Who are the annotators? |
|
|
|
|
|
## Citation |
|
|
|
**BibTeX:** |
|
|
|
```tex |
|
@misc{Clerice_Layout_Analysis_Dataset, |
|
author = {Clérice, Thibault and Janès, Juliette and Scheithauer, Hugo and Bénière, Sarah and Langlais, Pierre-Carl and Romary, Laurent and Sagot, Benoit and Bougrelle, Roxane}, |
|
title = {{Layout Analysis Dataset with SegmOnto (LADaS)}}, |
|
url = {https://github.com/DEFI-COLaF/LADaS} |
|
} |
|
``` |
|
|
|
## Dataset Card Contact |
|
|
|
Thibault Clérice or Juliette Janes (first.last@inria.fr) |
