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Convolutional Neural Networks for Visual Recognition

https://cs231n.github.io/

by yu3zhou4 • 2 years ago

71 4 2 years ago

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cs231n.github.io

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4

ks2048• 2 years ago

One page says "CS231n: Deep Learning for Computer Vision" and another says "CS231n: Convolutional Neural Networks for Visual Recognition". Did they change it recently to recognize other methods (ViT), or?

danjl• 2 years ago

Certainly still worth learning CNNs. Still unclear if ViT is better. And there's certainly enough for a full course on CNNs and a separate course on vision transformers.

fzliu• 2 years ago

Agreed. ViTs are better if you're looking to go multimodal or use attention-specific mechanisms such as cross-attention. If not, there's evidence out there that ViTs are not better than convnets for small networks and at scale (https://frankzliu.com/blog/vision-transformers-are-overrated).

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