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Analysis if and how to use train_metadata and taxonomy information #6

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anwielts opened this issue Apr 2, 2023 · 1 comment
Open

Analysis if and how to use train_metadata and taxonomy information #6

anwielts opened this issue Apr 2, 2023 · 1 comment

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@anwielts
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anwielts commented Apr 2, 2023

The train_metadata.csv and eBird_Taxonomy_v2021.csv contain extra information about the bird species. But do we want to use them? And if so, how do we use them?

AFAIK, we do not have these type of information in the inference case.
@anwielts anwielts changed the title Analysis if and hwo to use train_metadata and taxonomy information Analysis if and how to use train_metadata and taxonomy information Apr 2, 2023
@Flippchen
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If we only have this information at training time, we should first try it without this information and then train a model with the additional information to see how it compares.

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@anwielts @Flippchen