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Sep 25, 2018 at 18:33 comment added kbrose This does not match my experience with Convolutional Neural Networks. The reason I use CNNs is because I don't want to sit there and design hundreds of filters by hand, and if I did I'd likely still end up with worse results on tasks like image classification. It really depends on what you mean by patterns being "known" to the humans, but at a very technical level I do not "know" the filters beforehand.
Aug 5, 2018 at 4:52 history edited Peter Teoh CC BY-SA 4.0
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Aug 5, 2018 at 3:48 history answered Peter Teoh CC BY-SA 4.0