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geo2ml

  • 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

Install

First install GDAL to your system. If you use conda then installing rasterio is enough, but with pip use instructions from https://pypi.org/project/GDAL/.

Then you can install the package by

pip install git+https://github.com/mayrajeo/geo2ml.git

If you want to have an editable install then first clone the repository

git clone https://github.com/mayrajeo/geo2ml.git
cd geo2ml
pip install -e .

How to use

Running geo2ml_help shows all available commands. Documentation for each command is found by running for example geo2ml_sample_points --help