Re:ImageNet-trained CNNs are biased towards texture (2019)
by modeless on Monday April 20, 2020 @04:15AM
(#22922102)
> it is textures not shapes that drives recognition in CNN
This is a misinterpretation of the paper. It's not CNNs that are biased toward textures, it's the ImageNet dataset. As they prove by training a CNN biased toward shapes, using a modified dataset.
This is a misinterpretation of the paper. It's not CNNs that are biased toward textures, it's the ImageNet dataset. As they prove by training a CNN biased toward shapes, using a modified dataset.