In a nutshell, while running AI models on Raspberry Pi and similar platforms is an enticing proposition that offers affordability, privacy, and educational value, it’s not without its hurdles.

With all the necessary hardware in hand, I'm ready to try out the new Raspberry Pi 4 Model B, and the latest version of the Raspbian operating system. Here are my experiences so far.