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Bringing back ocropus-lattices #186

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lunactic opened this issue Feb 21, 2017 · 3 comments
Open

Bringing back ocropus-lattices #186

lunactic opened this issue Feb 21, 2017 · 3 comments

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@lunactic
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Is there a plan to bring back some form of implementation of the ocropus-lattices tool?

It would be great to have the possiblity to extract the recognition-lattices to combine them with an additional language model to possibly improve recognition results.

@zuphilip
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I am not aware of that anyone is working on this at the moment. But, I think, Tom outlined how this could be work again in #25 (comment) . Is this the same issue?

@lunactic
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The problems you face when you only search in Issues and not in PRs :-D

But yes, basically it is the same problem.

If you want to use a language model in cooperation with the recognition output you need to have the recognition-lattices to combine the possibilities of the language model with the possibilities of the recognizer.

It seems this would require quite some work though and I don't know how high up on your todo list something like this would be,

@zuphilip
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zuphilip commented Feb 22, 2017

The old code is still there https://github.com/tmbdev/ocropy/blob/master/OLD/ocropus-lattices , but I have no idea what would be needed to adapt or if one should write it new from scratch. It sounds nice to have such a lattice recognizer in combination with language modeling, but this is, I am afraid, not on my todo list. I don't understand enough about these neural networks to even dare to start here something ;-) Maybe, this could be suitable for some student work?

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