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The hardware isn't super important if you can get a Google Coral TPU. You can run Frigate on a Raspberry Pi that way. Without the TPU, it can be fairly CPU intensive.
I run Frigate on an old laptop and before the TPU it would run really hot. After it runs much cooler.
Same, old laptop 8th gen Intel i7, TPU, Hass and multiple other dockers including wyze bridge with 6 cheap wyze cameras.