Les Gardenotes · Baselines · Published December 28, 2024
Canadian Notaries - notaires canadiens
Layout Analysis
Description
Layout model adapted to notarial documents of 17th and 18th centuries. Sensible to marginalias and vertical text.
Trained by the collective research projects Nouvelle-France numérique and Les Gardenotes.
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Modèle de segmentation adapté aux greffes de notaires des 17e et 18e siècles; sensible au repérage des notes marginales et du texte vertical.
Entraîné par les équipes des projets de recherche collaborative Nouvelle-France numérique et Les Gardenotes.
www.lesgardenotes.org
www.nouvellefrancenumerique.info
Open in Transkribus
Low loss7.26% loss
Loss indicates how far the predicted text regions deviate from the ground truth (lower is better). This model achieved 7.26% on its validation set. A loss below 10% generally indicates reliable baseline detection. Trained on a broad range of page layouts, this model should generalise well. Complex or unusual structures may still require fine-tuning.
Layout detection quality depends heavily on your document's structure. Pages with columns, marginalia, or non-standard layouts may produce different results.
Words530,334
Lines77,306
Training Pages2,044
Model ID253449