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While following this guide is a great way to learn more about Docker and to better understand a fairly complex system with many interconnected components, some people might prefer the easy button. You can get a simple to use image designed for common single board computers, including most of the recent Raspberry Pis, that comes with a straight forward Web UI and hides all of the complexity described here from you. You can find more about this at the adsb.im Feeder Image website. This project is built on top of the containers described in this document and actively maintained in collaboration with the maintainers of these containers (as well as the authors of some of the underlying tools).
Or, as sort of a middle ground, you can install the same well maintained software stack on most current Linux distributions, and especially easily on any DietPi system, where it is directly available through the dietpi-software app (as application #141).
But now back to the in depth technical information about how to set up your own feeder.