Fast Map Creation with Machine Learning and Earth Data

Summary of my bookmarked Github repositories from Apr 9th, 2024

Github repositories

  • nasaharvest/openmapflow

    OpenMapFlow is a tool for fast map creation using machine learning and earth observation data. Example projects include Cropland and Buildings, with tutorials available for creating maps from scratch. The process involves generating a project, adding data, training a model, and finally creating the map. Tutorials and Colab notebooks are provided for guidance, requiring basic Python knowledge and access tokens. Additionally, the tool facilitates accessing existing datasets and training models, with a citation available for reference.