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I am wondering if a properly structured deep net can capture these Geometry features with a few layers, if these features are relevant to the problem? Is this
by real-hacker 9y ago
I am wondering if a properly structured deep net can capture these Geometry features with a few layers, if these features are relevant to the problem?
Is this reflecting our human arrogance that we simply know better than AI neural networks?
- faragon 9y agoSure it can. The problem is to validate that e.g. the net really knows geometry, and not that it is just working for problems similar to the ones in the training. Unless the training can be validated, i.e. formally proven that after some specific training the net "knows" covering all the cases, you'll have to complement neural nets with classic computer vision, no matter how good you think your model is.