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|
theatre/theatre_1697_bpt6k56289047_f70.jpg | 1,697 | true | theatre | 957 | 1,566 | {
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} |
End of preview. Expand
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LADaS: Layout Analysis Dataset with Segmonto
Dataset Details
LADaS, created by the ALMANaCH team-project 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 vocabulary. An annotation guide is available here.
Uses
Direct Use
- Layout Analysis
Dataset Structure
You'll find 8 fields in the parquet:
image_pathis a string identifier for the fileyearis the year of production. It can be null.dating-certaintyis used to specify when a date is automatically provided based on a date range and a century range. They will usually be centuries, such as 1600.setrepresents the subset of the data, there are a few, includingtheatrefor plays,monographiesfor monographs,thesesfor PhD thesis, etc.imagecontains the imagewidthandheightare quite clear...objectsis a dictionary with entries:bboxwhich represents a series of bbox using the COCO / YOLO format (tuple of relative center_x, center_y, width, height)categorywhich contains a plain text representation of the annotation class of each bbox. There are 41 classes, further described on the annotation guide.objectscan contain an emptybboxlist and an emptycategorylist: it means the image does not contain any objects.
Annotations
Annotation process
The annotation process is described in the dataset paper.
Who are the annotators?
- Clérice, Thibault
- Janès, Juliette
- Scheithauer, Hugo
- Bénière, Sarah
- Bougrelle, Roxane
- [Anonymous place holder until a paper is published]
Citation
BibTeX:
@misc{Clerice_Layout_Analysis_Dataset,
author = {Clérice, Thibault and Janès, Juliette and Scheithauer, Hugo and Bénière, Sarah and Bougrelle, Roxane and Romary, Laurent and Sagot, Benoit},
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)
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