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Yann LeCun (Chief AI @ FB) puts this article in perspective: https://www.facebook.com/yann.lecun/posts/10156068737942143 https://www.facebook.com/yann.lecun/pos
by quico 7y ago
Yann LeCun (Chief AI @ FB) puts this article in perspective: https://www.facebook.com/yann.lecun/posts/10156068737942143 https://www.facebook.com/yann.lecun/posts/10156068737942143
TLDR: The use of texture is inherent to the ImageNet dataset and not to deep learning / ConvNet. Training on less-textured versions of ImageNet drives the ConvNet to focus more on shape.
- hooloovoo_zoo 7y agoSure, but just because you can coerce an algorithm into doing something different does not mean the algorithm itself does not have fundamental tendencies.
- p0nce 7y agoYes but what the NN exchange between layers is fundamentally textures, not shape descriptions right ?