Create README.md
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README.md
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This dataset was used for implementation of an ensemble model for sugar cane burning detection in North and Central Coast of Peru.
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For more information, please visit the [project](https://github.com/jfloresf17/scburning)
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To download the dataset, run the following command:
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```bash
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git clone https://huggingface.co/datasets/jfloresf/scburning
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cd scburning
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```
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Revert the multipart compression: merge first, then untar
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```bash
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cat database/database.tar.* | tar -xzvf - -i
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cat inference/emergencies/emergencies.tar.* | tar -xzvf - -i
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cat inference/pilot/pilot.tar.* | tar -xzvf - -i
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```
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<div style="text-align: justify;">
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Consists in 1,054 images of 512x512 pixels with different
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folders:
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Sentinel-2 10 bands ('S2'), Normalized Burn Ratio ('nbr'), Burned Area Detection Index ('badi'), Slope in percentage ('slope'), Normalized Difference Vegetation Index ('ndvi'), Normalized Difference Water Index ('ndwi'), Distance to Crop Cover ('dlc'), Ground Truth ('target') according the following structure:
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</div>
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```
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database/
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├── badi/
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│ ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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├── dlc/
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│ ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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├── landcover/
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│ ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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├── nbr/
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│ ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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├── ndvi/
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│ ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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|── ndwi/
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| ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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|── slope/
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| ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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|── S2/
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| ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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|── target/
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| ├── ROI_0000_01_04__..._20201008T082324.tif
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| ├── ...
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```
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