Deep Learning for Remote Sensing

Machine Learning & AI for Geospatial

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Chapter Info
Course The Ultimate GeoPython course
Module Machine Learning & AI for Geospatial
Chapter Deep Learning for Remote Sensing
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Chapter Content

  • Overview of CNNs and U-Nets for satellite imagery
  • Using torchgeo, segmentation_models_pytorch, keras
  • Example: Building detection from aerial imagery
  • Handling large tiles and annotations