Dataset · Hugging Face

osunlp/bioscan-traits

Name: bioscan-traits
Creator: osunlp
License: cc0-1.0
Keywords: task_categories:image-classification, task_categories:image-to-text, language:en, license:cc0-1.0, size_categories:10K<n<100K, format:parquet, format:optimized-parquet, modality:image, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant, arxiv:2604.01619, region:us

Dataset Card for BIOSCAN-Traits Dataset Details Dataset Description BIOSCAN-Traits is a trait-level annotation dataset for fine-grained insect imagery. Derived from BIOSCAN-5M, it provides morphology-centric natural language trait descriptions automatically generated by a two-stage pipeline: (1) a Sparse Autoencoder (SAE) trained on DINOv2 visual features identifies species-level salient visual parts (wings, legs, antennae, etc.), and (2) a Multimodal LLM… See the full description on the dataset page: https://huggingface.co/datasets/osunlp/bioscan-traits.

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Author / organization	osunlp
License (as declared)	cc0-1.0
Downloads	164 (as reported by Hugging Face)
Likes	10
Created	23 February 2026
Last updated at source	22 May 2026

biologybiodiversityinsectstraitsmorphologyfine-grained-recognitionimageanimalsCV

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