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+ To generate the embeddings use "google/siglip2-so400m-patch16-512" with no fine tuning.
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+ You have a tiny script in generate_embeddings.py to generate a pickle file with the embeddings, provided a Pandas DataFrame with a col 'image_path' that contains all the images paths.