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README.md
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Achieves R@10 = 90.6 on the original EarthLoc test and val sets (when retrieving against whole db as is).
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5000 iterations with a batch size of 96.
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Achieves R@10 = 90.6 on the original EarthLoc test and val sets (when retrieving against whole db as is).
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5000 iterations with a batch size of 96, lr = 0.0001, only last block of Dinov2 + aggregator trainable.
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To use the prediction of the model, see the FAISS index https://huggingface.co/datasets/pawlo2013/EarthLoc2_FAISS, 2021 database https://huggingface.co/datasets/pawlo2013/EarthLoc_2021_Database,
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and the inference space https://huggingface.co/spaces/pawlo2013/EarthLoc2.
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See EarthLoc for more details about the training, data and use cases https://earthloc-and-earthmatch.github.io/
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