DataCatalogue

Macro segmentation

Object Detection

Macro segmentation Computer Vision Project

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Auction sale catalogues macro segmentation

Document layout analysis dataset for segmenting the macro structure of sale catalogues.

We follow SegmOnto controlled vocabulary (https://segmonto.github.io/) and the COLaF (Inria, ALMAnaCH and Multispeech) schema.

Dataset

Two random folio have been selected from 8 auction sale catalogues collections, kept in the national library of France (Bibliothèque nationale de France, BnF), and the national institute for art history (Institut national d'histoire de l'art, INHA).

  • Bienaimé-Feuardent (BnF)
  • Bourgey (BnF)
  • Dubois (BnF)
  • Naville (BnF)
  • Rollin (BnF)
  • XVIIIe (BnF)
  • Desvouges (INHA)
  • Lair-Dubreuil (INHA)

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

YOLOv8

This project has a YOLOv8 model checkpoint available for inference with Roboflow Deploy. YOLOv8 is a new state-of-the-art real-time object detection model.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            macro-segmentation_dataset,
                            title = { Macro segmentation Dataset },
                            type = { Open Source Dataset },
                            author = { DataCatalogue },
                            howpublished = { \url{ https://universe.roboflow.com/datacatalogue/macro-segmentation } },
                            url = { https://universe.roboflow.com/datacatalogue/macro-segmentation },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2024 },
                            month = { mar },
                            note = { visited on 2024-04-28 },
                            }
                        

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Source

DataCatalogue

Last Updated

2 months ago

Project Type

Object Detection

Subject

document-macro-structure

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Downloads: 4

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License

CC BY 4.0

Classes

DigitizationArtefactZone GraphicZone GraphicZone:Decoration GraphicZone:FigDesc GraphicZone:Head MainZone:Entry MainZone:Entry#Continued MainZone:Form MainZone:Head MainZone:List MainZone:Other MainZone:P MainZone:P#Continued MainZone:P@CatalogueDesc MainZone:Signature MarginTextZone:ManuscriptAddendum MarginTextZone:Notes MarginTextZone:Notes#Continued NumberingZone PageTitleZone PageTitleZone:Index QuireMarkZone RunningTitleZone StampZone StampZone:Sticker TableZone