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5_EnviroAtlas

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

💾 EnviroAtlas

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

Classes:

  1. nodata
  2. water
  3. impervious
  4. barren
  5. trees
  6. herbaceous
  7. shrubland

Example labeled imagery

3009726_sw_a_naip-3_overlay 3009742_nw_a_naip-3_overlay 3311117_nw_a_naip-0_overlay 3311223_se_a_naip-0_overlay 4008040_ne_a_naip-3_overlay 4008040_sw_a_naip-1_overlay

Models for 6-class / 512x512 imagery

Training curve for the best model:

enviroatlas_1m_RGB_512_v1_trainhist_24

Some example validation outputs:

enviroatlas_1m_RGB_512_v1_val_429 enviroatlas_1m_RGB_512_v1_val_433 enviroatlas_1m_RGB_512_v1_val_449 enviroatlas_1m_RGB_512_v1_val_394

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