no code implementations • 14 Dec 2023 • Michael Jungo, Lars Vögtlin, Atefeh Fakhari, Nathan Wegmann, Rolf Ingold, Andreas Fischer, Anna Scius-Bertrand
Handwriting recognition is a key technology for accessing the content of old manuscripts, helping to preserve cultural heritage.
1 code implementation • 20 Jan 2022 • Lars Vögtlin, Anna Scius-Bertrand, Paul Maergner, Andreas Fischer, Rolf Ingold
Pre-implemented tasks such as segmentation and classification can be easily used or customized.
Ranked #1 on Semantic Segmentation on DIVA-HisDB
1 code implementation • 15 Mar 2021 • Lars Vögtlin, Manuel Drazyk, Vinaychandran Pondenkandath, Michele Alberti, Rolf Ingold
Second, we transfer the style of a collection of unlabeled historical images to these template documents while preserving their text and layout.
Optical Character Recognition (OCR) Synthetic Data Generation
1 code implementation • 11 Jun 2019 • Michele Alberti, Lars Vögtlin, Vinaychandran Pondenkandath, Mathias Seuret, Rolf Ingold, Marcus Liwicki
We measured the performance of our method on a recent dataset of challenging medieval manuscripts and surpassed state-of-the-art results by reducing the error by 80. 7%.
Ranked #1 on Text-Line Extraction on DIVA-HisDB
no code implementations • 11 Jun 2019 • Michele Alberti, Vinaychandran Pondenkandath, Lars Vögtlin, Marcel Würsch, Rolf Ingold, Marcus Liwicki
The field of deep learning is experiencing a trend towards producing reproducible research.