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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: "Foundation model for biology organismal images. It is trained on TreeOfLife-200M on the basis of a CLIP model (ViT-14/L) pre-trained on LAION-2B. BioCLIP 2 yields state-of-the-art performance in recognizing various species. More importantly, it demonstrates emergent properties beyond species 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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- ---
 
 
 
 
 
 
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  <!--
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  Image with caption (jpg or png):
@@ -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:
3
+ - mit
4
+ language:
5
+ - 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
22
+ - multimodal
23
+ - animals
24
+ - plants
25
+ - fungi
26
+ - species
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+ - taxonomy
28
+ - rare species
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+ - endangered species
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+ - evolutionary biology
31
+ - 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)