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I've got 3 Wyze cam v3s running the wyze mini hacks firmware sectioned off in a VLAN that can only reach Frigate (no internet).
I have frigate running on a cheap Lenovo M900 I got on ebay for $65 that has an i7 and 8gb of memory and it actually does fairly well without the Google coral USB TPU as long as that was the only service on that system. Trying to run Frigate on my NUC with other services without a TPU caused some issues with CPU usage but with a TPU I would bet it'll all run on the one system.
Home assistant works exceptionally well for notifying, one of my cameras I have on UDP since the signal isn't great and get a couple artifacts that trip it up but other than that it has been much quicker to notify and more reliable than anything in the consumer market I've tried so far.