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license: mit |
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# Dataset: PhilEO Pre-train |
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A novel 500GB Sentinel-2 dataset of the PhilEO Suite for model pre-training. |
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## Dataset Details |
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### Dataset Description |
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The PhilEO Pre-train dataset is a 500GB global dataset of Sentinel-2 images. |
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The data contain 11 bands at 10m resolution in the following order: 0-SCL, 1-B02, 2-B03, 3-B04, 4-B08, 5-B05, 6-B06, 7-B07, 8-B8A, 9-B11, and 10-B12 where SCL is the Scene Classification Layer. |
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- **Curated by:** ESA Phi-lab and Leonardo Labs |
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- **License:** MIT |
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## Uses |
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The dataset can be used to pre-train models, i.e. train EO Foundation Models. |
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### Dataset Sources |
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The basic links for the dataset: |
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- **Repository:** http://huggingface.co/datasets/ESA-philab/PhilEO-pretrain |
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## Citation |
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Casper Fibaek, Luke Camilleri, Andreas Luyts, Nikolaos Dionelis, Bertrand Le Saux, Bagaglini Leonardo, Cascarano Giacomo Donato, and Giorgio Pasquali, “The PhilEO Geospatial Foundation Model Suite,” To appear, 2024. |
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