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WorldCereal / worldcereal-classification

This repository contains the classification module of the WorldCereal system.
https://esa-worldcereal.org/
MIT License
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Add default training pipeline #184

Open kvantricht opened 1 month ago

kvantricht commented 1 month ago

This PR adds the training pipelines for the default cropland model trained on global Presto embeddings for the WorldCereal reference database.

kvantricht commented 1 month ago

main comment is whether we really want to commit all this Phase I related cleaning of datasets to this repository? I guess in the end all default models will be trained based on Phase II RDM samples and extractions. So perhaps training of global models should (for now) be done in a separate repository, where we import functionality from worldcereal-classification? Just a suggestion...

i don't feel like setting up yet another repository, especially not right now. My thought was to add what there is now for transparency, but I can also accept to not merge it for the time being.