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airg/unet-efficientnet-b3-singlewindow-mappingafrica

sourceHugging Faceotherupdated 8mo agoView on Hugging Face
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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:

  • —pixelleveliou 0.5878
  • —pixellevelprecision: 0.6677
  • —pixellevelrecall: 0.8308
  • —objectlevelprecision: 0.2132
  • —objectlevelrecall: 0.1457