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redlessone
/
DermFM-Zero

Zero-Shot Image Classification
Transformers
OpenCLIP
English
vision
image-text-to-text
medical
dermatology
multimodal
foundation-model
vision-language
clip
zero-shot-classification
image-classification
concept-discovery
sparse-autoencoder
Model card Files Files and versions
xet
Community

Instructions to use redlessone/DermFM-Zero with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use redlessone/DermFM-Zero with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("zero-shot-image-classification", model="redlessone/DermFM-Zero")
    pipe(
        "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png",
        candidate_labels=["animals", "humans", "landscape"],
    )
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("redlessone/DermFM-Zero", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
DermFM-Zero
1.66 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 15 commits
redlessone's picture
redlessone
Update README.md
5dc0cc8 verified about 6 hours ago
  • pretrain_image_lists
    Update pretrain_image_lists/isic_image_ids.txt for the open-source release 1 day ago
  • .gitattributes
    1.52 kB
    initial commit 2 days ago
  • README.md
    13.5 kB
    Update README.md about 6 hours ago
  • open_clip_config.json
    614 Bytes
    Add open_clip_config.json (DermFM-Zero v15 release checkpoint) 1 day ago
  • open_clip_pytorch_model.bin

    Detected Pickle imports (3)

    • "torch.FloatStorage",
    • "collections.OrderedDict",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    1.66 GB
    xet
    Add open_clip_pytorch_model.bin (DermFM-Zero v15 release checkpoint) 1 day ago