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macaodha avatar macaodha commented on August 21, 2024

Thanks for your interest!

RE hierarchy, is this what you need:
https://github.com/visipedia/inat_loc/tree/main/dataset#class_labels_xtxt

If useful, the iNat2021 dataset has the taxonomy described for each class in the annotation file e.g. here it is for class 0:

{'id': 0,
 'name': 'Lumbricus terrestris',
 'common_name': 'Common Earthworm',
 'supercategory': 'Animalia',
 'kingdom': 'Animalia',
 'phylum': 'Annelida',
 'class': 'Clitellata',
 'order': 'Haplotaxida',
 'family': 'Lumbricidae',
 'genus': 'Lumbricus',
 'specific_epithet': 'terrestris',
 'image_dir_name': '00000_Animalia_Annelida_Clitellata_Haplotaxida_Lumbricidae_Lumbricus_terrestris'}

You just need to download the train or validation json files from here:
https://github.com/visipedia/inat_comp/tree/master/2021#data

I hope this helps.

from inat_loc.

elijahcole avatar elijahcole commented on August 21, 2024

You can also parse this information out of the iNatLoc metadata files described here, since each image has a label for every tier of the taxonomy.

Please re-open the issue if this doesn't answer your question!

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