Dataset creation made simple: geo2ml

Janne Mäyrä

Finnish Environment Institute (Syke)

What is it?

  • Sampling features from a raster using point geometries or polygons
  • Tiling larger rasters and shapefiles into smaller patches
  • Rasterizing polygon geometries for semantic segmentation tasks
  • Converting vector data to COCO and YOLO formats and creating required dataset files
  • Visualization of generated datasets

Example starts with getting the data

Image data

  • For image data, use data from NLS Finland converted into Geotiff