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Transkribus / TranskribusDU

Document Understanding tools
BSD 3-Clause "New" or "Revised" License
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Versatile Layout Understanding via Conjugate Graph #12

Closed imagine5am closed 3 years ago

imagine5am commented 4 years ago

I read in the paper Versatile Layout Understanding via Conjugate Graph (paper url) and in the paper, they mention that this repository contains their methods and evaluation algorithms. Where can I find code related to this?

DRRV commented 4 years ago

Hi, you can find the gnn part in https://github.com/Transkribus/TranskribusDU/blob/master/TranskribusDU/gcn/gcn_models.py It's used in https://github.com/Transkribus/TranskribusDU/blob/master/TranskribusDU/gcn/DU_Model_ECN.py

If you want to replicate experiments or use it, you can have a look at: https://github.com/Transkribus/TranskribusDU/wiki/Usecase%3A-StAZH

It was designed to be used in the framework of the Transkribus application. We have also a more stand-alone application in pytorch/pyg.

Tell me if you need more help, I will try to update the wiki accordingly.

imagine5am commented 4 years ago

What is pytorch/pyg?

jlmeunier commented 3 years ago

https://pytorch-geometric.readthedocs.io/en/latest/