TaxaBind-Datasets
Collection
Collection of datasets for training and evaluating taxabind
•
3 items
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Updated
Dataset Viewer
Unnamed: 0
int64 0
2.68M
| sat_url
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243
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82.5
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180
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28
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int64 0
2.69M
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0 |
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| 36.70586 | 126.35513 |
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| 49.39833 | 3.8205 |
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| 37.45395 | -121.9763 |
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| -30.50983 | 115.05971 |
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| -30.50755 | 115.08252 |
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End of preview. Expand
in Data Studio
YAML Metadata
Warning:
empty or missing yaml metadata in repo card
(https://huggingface.co/docs/hub/datasets-cards)
Paper: TaxaBind: A Unified Embedding Space for Ecological Applications
Venue: WACV 2025
Github: https://github.com/mvrl/TaxaBind
Dataset Name: iSatNat
Dataset Description:
TaxaBench-8k is a multimodal dataset containing six modalities - image, text, satellite image, audio, geographic location, and environmental features for evaluating large ecological models.
Usage:
Please use the train_df.csv and test_df.csv for downloading the data.
License:
Sentinel-2 cloudless 2020 by EOX IT Services GmbH is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License. The required attribution including the given links is "Sentinel-2 cloudless - https://s2maps.eu by EOX IT Services GmbH (Contains modified Copernicus Sentinel data 2020)"
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Size of downloaded dataset files:
826 MB
Size of the auto-converted Parquet files:
323 MB
Number of rows:
2,778,286