In this tutorial, some of the basic features of TorchGeo are demonstrated. Check out how easy it is to use if you're already familiar with other PyTorch domain libraries like torchvision.
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- Vite is a rapid development tool for modern web projects. It focuses on speed and performance by improving the development experience. Check out these starters for building map applications with Vite.
- Learn here how zoomable maps work, what coordinate systems are, and how to convert between them.
- Learn the key concepts of deep learning, with a focus on using deep learning methods, algorithms, models and techniques on a variety of spatial data including 3D, imagery and text.
- The sf R package provides a set of tools for working with geospatial vectors, i.e. points, lines, polygons, etc. Here is a cheat sheet guiding you in using sf.
- PyGIS is a Python package for installing optional dependencies for geemap and leafmap with only one command.
- This article analyses the Airbus oil storage dataset which contains over 13,500 annotated POL (petroleum, oil and lubricant) storage objects. This dataset is used to train an oil storage detector.
- Google Earth Engine and BigQuery are both tools on Google Cloud Platform that allow you to interpret, analyze, and visualize geospatial data. This post demonstrates how data can be moved to BigQuery.
- Actinia is an open source REST API for scalable, distributed, high performance processing of geographical data that mainly uses GRASS GIS for computational tasks. Learn more about it here.
- Check out this list of platforms, libraries and other resources for creating map-centric storytelling apps.
