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Ruler138
/
BioCLIP

Zero-Shot Image Classification
OpenCLIP
English
biomedical
vision-language
contrastive-learning
image-text-retrieval
zero-shot-classification
Model card Files Files and versions
xet
Community

Instructions to use Ruler138/BioCLIP with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • OpenCLIP

    How to use Ruler138/BioCLIP with OpenCLIP:

    import open_clip
    
    model, preprocess_train, preprocess_val = open_clip.create_model_and_transforms('hf-hub:Ruler138/BioCLIP')
    tokenizer = open_clip.get_tokenizer('hf-hub:Ruler138/BioCLIP')
  • Notebooks
  • Google Colab
  • Kaggle

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Preview of files found in this repository
  • cellular_phenotyping
    Simplify zero-shot evaluation layout 17 days ago
  • cytology
    Simplify zero-shot evaluation layout 17 days ago
  • dermatology
    Simplify zero-shot evaluation layout 17 days ago
  • histopathology
    Simplify zero-shot evaluation layout 17 days ago
  • microscopy_composition
    Simplify zero-shot evaluation layout 17 days ago
  • ophthalmology
    Simplify zero-shot evaluation layout 17 days ago
  • payloads
    Consolidate zero-shot benchmark files under datasets 17 days ago
  • radiology
    Simplify zero-shot evaluation layout 17 days ago
  • structure_profiling
    Simplify zero-shot evaluation layout 17 days ago
  • surgery_and_anatomy
    Simplify zero-shot evaluation layout 17 days ago