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> this shows the human mind is not an ML algorithm. not necessarily. Humans have a lot more knowledge about contextual information that today's ML often misse
by maltalex 9y ago
> this shows the human mind is not an ML algorithm.
not necessarily.
Humans have a lot more knowledge about contextual information that today's ML often misses. For every "image" you classify you use a LOT of side data. That side data has also been acquired through learning.
Even if your actually saw a 1,000,000$ check or a 200 km/h speed limit, you'd know it's probably nonsense. Based on your life experience so far, you know that there's no way that mom just gave you a 1,000,000$ check, or that the city decided to turn that small residential street into a racing track. An image classification ML algorithm doesn't know any of that.
- no_flags 9y agoWhat about the Sylvester Stallone/Keanu Reeves example? It was just a zoomed in head shot. That seems like an example where humans do a lot better without help from any additional context.