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by AndrewKemendo 3183 days ago
What's the architecture look like - multiple CNNs, each that can predict one category?

Effectively. That's what a DNN is, ANNs with multiple inference layers each one gives their "highest probability" and then the client/system sets the weight threshold for what is returned.