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AlexNet--ImageNet Classification with Deep Convolutional Neural Networks

2017-11-03 16:48 615 查看

LRN(Local Response Normalization)

applied this normalization after applying the ReLU nonlinearity in certain layers

Overlapping Pooling

We generally observe during training that models with overlapping pooling find it slightly more difficult to overfit

Overall Architecture



Data Augmentation

image translations

horizontal reflections

perform PCA on the set of RGB pixel values
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