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DINOv3

by atalaydenknalbantco.huggingface.atalaydenknalbant/dinov3

  • Remote endpoint
  • 5 tools
  • DINOv3__preview If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool
  • DINOv3_add_class Store uploaded examples for a class without using the GPU. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: Summary dict, updated state, cleared file input, and cleared class name.
  • DINOv3_batch_similarity Compute pairwise cosine similarities for many images. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: html_table: HTML table with cosine similarities., csv_path: Path to a CSV file of the matrix.
  • DINOv3_clear_classes Reset the classifier state and remove copied class images. Returns: Fresh state and its summary.
  • DINOv3_predict_class Embed pending class examples and predict using class centroids. If a user passes a file as an input, use the upload_file_to_gradio tool, if present, to upload the file to the gradio app and create a Gradio File Input. Then use the returned path as the input to the tool. Returns: Info dict, label scores, HTML ranks, and updated classifier state.

As the server's own listing gives them. We never call a tool.