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recogito / geotagger

Recogito Geotagging Plugin
BSD 3-Clause "New" or "Revised" License
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NER #1

Open eltonteb opened 3 months ago

eltonteb commented 3 months ago

Facility for running Named Entity Recogition to automatically identify place entities

rsimon commented 3 months ago

This is a bigger lift, and won't fit this project round any more. But, in the spirit of building light & portable solutions: I wonder if it's worth looking into browser-based solutions with TensorFlow.js or Transformers.js at some point?

rsimon commented 3 months ago

FWIW: the results with Transformers.js are pretty good. However the model used in this case (BERT multilingual) is a 178MB download that the user would have to load into their browser on startup.

A smaller possible option to try could be this one: https://huggingface.co/dslim/distilbert-NER

Bildschirmfoto 2024-04-04 um 14 22 21

https://xenova.github.io/transformers.js/