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Check out my reverse-engineering/cracking of Microsoft's App just doing that, SeeingAI.

This was a great read. At this point, any org should assume on-device models are public

Thanx! Yeah, they should :) Would love to do this with CoreML on Apple devices, but my newest iPhone is a 7.

But if you subscribe, you may see me doing the same with a surveillance camera soon(isch) :)