U-Net generally conforming to the current FTW baseline 3-class model settings, trained on Mapping Africa Planet-based imagery. See here for code and configuration.

Performance metrics on validation split:

  • pixel_level_iou 0.5878
  • pixel_level_precision: 0.6677
  • pixel_level_recall: 0.8308
  • object_level_precision: 0.2132
  • object_level_recall: 0.1457
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