AlexNet--ImageNet Classification with Deep Convolutional Neural Networks

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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

这里写图片描述

Data Augmentation

  • image translations
  • horizontal reflections
  • perform PCA on the set of RGB pixel values
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