Published October 24, 2022
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Pretrained Document Attention Network for Handwritten Text Recognition
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Description
Pretrained Document Attention Networks on two datasets: READ 2016 and RIMES 2009.
"fcn_line_syn" indicates the pretraining stage during which the encoder is trained on line-level synthetic images
"dan" corresponds to the main training on document-level images.
Denis Coquenet, Clément Chatelain, Thierry Paquet, "DAN: a Segmentation-free Document Attention Network for Handwritten Document Recognition", Transactions on Pattern Analysis and Machine Intelligence, 2023
Source code: Github
Paper: Arxiv