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3_OpenEarthNet

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dbuscombe-usgs edited this page Feb 23, 2023 · 1 revision

💾 OpenEarthNet

OpenEarthNet is a dataset for generic landuse/cover segmentation of high-resolution orthomosaic imagery

Classes:

  1. bareland
  2. rangeland
  3. development
  4. road
  5. tree
  6. water
  7. agricultural
  8. building
  9. nodata

Example labeled imagery

aachen_4_overlay aachen_46_overlay abancay_11_overlay abancay_32_overlay accra_13_overlay

Model for 9-classes / 512x512 imagery

Training curve for the best model:

OpenEarthMap_9class_RGB_512_v4_trainhist_24

Some example validation outputs:

OpenEarthMap_9class_RGB_512_v4_val_471 OpenEarthMap_9class_RGB_512_v4_val_474 OpenEarthMap_9class_RGB_512_v4_val_475 OpenEarthMap_9class_RGB_512_v4_val_478 OpenEarthMap_9class_RGB_512_v4_val_466

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