Zero-Shot Image Classification
OpenCLIP
English
clip
biology
CV
images
animals
species
taxonomy
rare species
endangered species
evolutionary biology
multimodal
knowledge-guided
Instructions to use imageomics/bioclip with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- OpenCLIP
How to use imageomics/bioclip with OpenCLIP:
import open_clip model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:imageomics/bioclip') tokenizer = open_clip.get_tokenizer('hf-hub:imageomics/bioclip') - Notebooks
- Google Colab
- Kaggle
Add website links
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README.md
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### Model Sources
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- **Repository:** [BioCLIP](https://github.com/Imageomics/BioCLIP)
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- **Paper:** [BioCLIP: A Vision Foundation Model for the Tree of Life](https://openaccess.thecvf.com/content/CVPR2024/papers/Stevens_BioCLIP_A_Vision_Foundation_Model_for_the_Tree_of_Life_CVPR_2024_paper.pdf)
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- **Demo:** [BioCLIP Demo](https://huggingface.co/spaces/imageomics/bioclip-demo)
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### Model Sources
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- **Homepage:** [BioCLIP Page](https://imageomics.github.io/bioclip/) and [BioCLIP Ecosystem Site](https://imageomics.github.io/bioclip-ecosystem/)
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- **Repository:** [BioCLIP](https://github.com/Imageomics/BioCLIP)
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- **Paper:** [BioCLIP: A Vision Foundation Model for the Tree of Life](https://openaccess.thecvf.com/content/CVPR2024/papers/Stevens_BioCLIP_A_Vision_Foundation_Model_for_the_Tree_of_Life_CVPR_2024_paper.pdf)
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- **Demo:** [BioCLIP Demo](https://huggingface.co/spaces/imageomics/bioclip-demo)
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