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README.md
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---
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license:
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- mit
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language:
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- en
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library_name: open_clip
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model_name:
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model_description:
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--
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<!--
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Image with caption (jpg or png):
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@@ -441,4 +447,4 @@ Any opinions, findings and conclusions or recommendations expressed in this mate
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Jianyang Gu
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## Model Card Contact
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[gu.1220@osu.edu](mailto:gu.1220@osu.edu)
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---
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license:
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- mit
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language:
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- en
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library_name: open_clip
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model_name: BioCLIP 2
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model_description: >-
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Foundation model for biology organismal images. It is trained on
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TreeOfLife-200M on the basis of a CLIP model (ViT-14/L) pre-trained on
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LAION-2B. BioCLIP 2 yields state-of-the-art performance in recognizing various
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species. More importantly, it demonstrates emergent properties beyond species
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classification after extensive hierarchical contrastive training.
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tags:
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- biology
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- CV
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- images
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- imageomics
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- clip
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- species-classification
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- biological visual task
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- multimodal
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- animals
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- plants
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- fungi
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- species
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- taxonomy
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- rare species
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- endangered species
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- evolutionary biology
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- knowledge-guided
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- zero-shot-image-classification
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datasets:
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- imageomics/TreeOfLife-200M
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- GBIF
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- bioscan-ml/BIOSCAN-5M
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- EOL
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- FathomNet
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new_version: imageomics/bioclip-2.5-vith14
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---
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<!--
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Image with caption (jpg or png):
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Jianyang Gu
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## Model Card Contact
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[gu.1220@osu.edu](mailto:gu.1220@osu.edu)
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