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I am currently migrating away from my 6th gen i5 to a newer N100.
Speed wise, it was about the same as the coral, about 6-8ms on the i5.
I have a similar setup and it’s been a huge pain when I when I have to do the OS updates.
The Coral needs a dkms module, but the sources and Google’s own documentation for it are out of date. I would highly recommend using the iGPU for inference.
I would not recommend LocalAI. There documentation is somewhat lacking and it’s an all in one utility with many moving parts. The parts also tend to break, quite often.