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Preprocessing

Turning raster and image data into batches of chips that a detector can consume. This is where chip size, stride, resolution, coordinate reference system, and region of interest are decided.

  • Preprocessing Docstrings — the create_dataloader, create_intersection_dataloader, and create_image_dataloader functions, plus visualization and saving of dataloader contents.

  • Derived Geodatasets Docstrings — the torchgeo dataset and data module subclasses that back those dataloaders.

  • Utils Docstrings — image transforms applied during loading, such as Gaussian and box blur.