Raster polygonization script using python and qgis. Some machine learning regression applied to that data as well.
- createJSON.py: Auxiliar script file. Used to generate a file that maps the polygons to the raster files.
- config-example.json: JSON file generated by the above script example. You'll need to fill the vector_path after the file is created.
- polygonization-VIs-json.py: Main script file. To use it, you need to run it on QGIS terminal.
- new-data-lr.ipynb: Machine-learning regression file. It's recommended to use it with jupyter notebook (https://jupyter.org/)
- research-presentation.pdf: Presentation used at the end of the internship. An explanation of all files inside this repository, how they we're created and the results they generate
Written by Fernando Gbur dos Santos.