teaching:22-registres [Viper :: Machine Learning, Data Mining and Information Retrieval]

Master's Project: Machine Learning for Ancien Manuscript text recognition

Registres du Conseil de Genève à l'Epoque de Calvin

Supervision: Stephane Marchand-Maillet

Date of proposal: Feb. 2022

In the context of the project “Edition des Registres du Conseil de Genève”, managed by the Fondation de l'Encyclopédie de Genève, this project aims at using digitized pages of the manuscripts, along with their transcription as annotation to setup and evaluate a recognition pipeline via Machine Learning (most likely Deep Convolutional Neural Networks) to help the transcription of these manuscripts and their documented online publication, to the benefit of the research communities of historians, theologians, linguists,…

If interested please contact me.

teaching/22-registres.txt · Last modified: 2022/02/17 10:26 by marchand

Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion