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Using GPUs for deep learning is like, step 1. This is really well known, and has been since the first big papers on the topic. Hinton's "ImageNet Classificatio
by mabbo 11y ago
Using GPUs for deep learning is like, step 1. This is really well known, and has been since the first big papers on the topic.
Hinton's "ImageNet Classification with Deep Convolutional
Neural Networks" has the word "GPU" in it 34 times.
http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf http://www.cs.toronto.edu/~fritz/absps/imagenet.pdf
- animefan 11y agoThe point of this article is to describe exactly how to do this using a specific Python library. It's not fundamental research but it's very useful for people who want to do this sort of thing in practice without reinventing all the software libraries from scratch.
- onnoonno 11y agoThis one is very helpful, too: http://danielnouri.org/notes/2014/12/17/using-convolutional-neural-nets-to-detect-facial-keypoints-tutorial/ http://danielnouri.org/notes/2014/12/17/using-convolutional-...