Notebooks in this folder:
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Quick start with Hugging Face - Example of encoding a dermatology image into an embedding vector by running the model locally from Hugging Face.
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Quick start with Vertex Model Garden - Example of serving the model on Vertex AI and using Vertex AI APIs to encode dermatology images to embeddings in online or batch workflows.
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Train a data efficient classifier - Example of using the generated embeddings to train a custom classifier with less data and compute.
Notebooks from the community:
- DERM12345 Embeddings and Demo - Demo using Derm Foundation precomputed embeddings for DERM12345. Special thanks to Abdurrahim Yilmaz for providing this.