The way our Edge AI works is essentially like a filter for the cloud AI. If the v2 says “I 4% think this is a Person” then we run the cloud model to verify it. This happens often.
The thing is though, the older cameras have to run vaguer models and they simply are not a good experience for Person Detection without the cloud AI to verify low-confidence cases. The v3 Pro has a really powerful dedicated coprocessor that can run a decently-sized model that we feel comfortable with the accuracy of, and that’s why we offer the free PD on this model.