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BGLab
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BioTrove-Train

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Image Classification

Zero-Shot Classification

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BGLab commited on Oct 31, 2024

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@@ -45,7 +45,7 @@ size_categories: 100M<n<1B
 ## BioTrove-Train Dataset (40M)
-`BioTrove` comprises over `40M` image samples and `33K` species across `7` taxonomic groups- seven taxonomic categories: Aves, Arachnida, Insecta, Plantae, Fungi, Mollusca, and Reptilia.
 These taxonomic categories were chosen due to their significant impact on biodiversity and agricultural ecosystems, as well as their relative underrepresentation in standard image recognition models/foundation models.
 Overall, this dataset nearly matches the state-of-the-art curated dataset (TREEOFLIFE-10M) in terms of species diversity, while comfortably exceeding it in terms of scale by a factor of nearly 4 times.

 ## BioTrove-Train Dataset (40M)
+`BioTrove-Train` comprises over `40M` image samples and `33K` species across `7` taxonomic groups- seven taxonomic categories: Aves, Arachnida, Insecta, Plantae, Fungi, Mollusca, and Reptilia.
 These taxonomic categories were chosen due to their significant impact on biodiversity and agricultural ecosystems, as well as their relative underrepresentation in standard image recognition models/foundation models.
 Overall, this dataset nearly matches the state-of-the-art curated dataset (TREEOFLIFE-10M) in terms of species diversity, while comfortably exceeding it in terms of scale by a factor of nearly 4 times.