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BioCLIP-HC-Euclidean is a hierarchical CLIP model trained on the TreeOfLife-10M dataset for fine-grained biological image understanding in Euclidean space. It extends BioCLIP with level-restricted contrastive...
Source du modèle
Description de la source
BioCLIP-HC-Euclidean is a hierarchical CLIP model trained on the TreeOfLife-10M dataset for fine-grained biological image understanding in Euclidean space. It extends BioCLIP with level-restricted contrastive learning, producing embeddings that better preserve the taxonomic hierarchy across ranks (from kingdom to species). BioCLIP-Hier supports taxonomy-aware zero-shot classification of animals, plants, and fungi, and achieves improved separation among sibling taxa compared to BioCLIP and other baselines.
Sources
1 sourceVérifié 17 sept.
Artefacts du modèle
1 artefactopen_clip_model.safetensors
safetensors · 571 MB · SHA-256 85f7e3c51ff1…6602 · Hugging Face
TéléchargerExtraits de sources
2 extraitsBioCLIP-HC-Euclidean is a hierarchical CLIP model trained on the TreeOfLife-10M dataset for fine-grained biological image understanding in Euclidean space. It extends BioCLIP with level-restricted contrastive learning, producing embeddings that better preserve the taxonomic hierarchy across ranks (from kingdom to species). BioCLIP-Hier supports taxonomy-aware zero-shot classification of animals, plants, and fungi, and achieves improved separation among sibling taxa compared to BioCLIP and other baselines.
Source context: 49 downloads · 2 likes · Pipeline zero-shot-image-classification · Library open_clip · Repo imageomics/bioclip-hc-euclidean
