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The issue is that a human driver is much more than just a visual cortex. > which pixels (shadow shapes?) in a specific image affect the classification output a
by d110af5ccf 5y ago
The issue is that a human driver is much more than just a visual cortex.
> which pixels (shadow shapes?) in a specific image affect the classification output and why (contrasting color?)
Sure, you can watch the Rube Goldberg machine work. It doesn't mean you understand why it works on a conceptual level or have any hope of rigorously quantifying when and how it could fail.
- ravi-delia 5y agoI don't think that's entirely fair. I'd bet that with a reasonably sized team, good introspective tools, and several years, you could reverse engineer what each part of a network does. Of course that's only a gut feeling, and there'd be no way of proving it was accurate.
- pixelgeek 5y agoI really like the Goldberg machine analogy. Consider it stolen