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That's a good observation. But when I see that image I definitely think of a school bus. The color pattern is very distinctive (in the US anyway where all schoo
by Houshalter 9y ago
That's a good observation. But when I see that image I definitely think of a school bus. The color pattern is very distinctive (in the US anyway where all school buses are painted the same color and style.) So I can't say the NN is wrong.
It doesn't necessarily mean that color is the only feature it uses to classify school buses. Just that that feature alone is enough.
- jon_richards 9y agoIt seems neural nets are quite prone to this sort of overfitting, given the article on adversarial objects from the other day: http://www.labsix.org/physical-objects-that-fool-neural-nets/ http://www.labsix.org/physical-objects-that-fool-neural-nets...
- cm2187 9y agowould be interesting to try these pictures, the stripes would compete with the other features of the picture, so it might not result in seeing a schoolbus. https://static.comicvine.com/uploads/scale_large/6/67663/4184676-49.jpg https://static.comicvine.com/uploads/scale_large/6/67663/418... http://www.fairmont.com/assets/0/137/13359/13476/13477/2a6572d4-7956-4871-98ec-fbdcca565889.jpg http://www.fairmont.com/assets/0/137/13359/13476/13477/2a657...