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To download BigEarthNet from Tensorflow dataset as TFRecord format, use this notebook https://github.com/Berkeley-Data/irrigation_detection/blob/taeil/notebooks/0.2-tg-bigearthnet-eda.ipynb
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We have ~13571 irrigation labels (Based on split csv files). This is 2.29% of the total BigEarthnet of 590326 images. |
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Google Earth SAR (Synthetic Aperture Radar) |
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dataset format
GeoTiff
TFRecord.
The project seems to be using both formats.
This is a little confusing so started doing some discussion
For example, BigEarthNet dataset is available via tensorflow dataset catalog while CA dataset needs to be downloaded from Google Earth Engine support exporting as TFRecord or GeoTiff format.
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