/AlexNet-PCA

Visualization and Analysis of PCA algorithm used in the AlexNet's paper

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AlexNet PCA Visualization and Analysis

The PCA for data augmentation described in the AlexNet paper [1] looked interesting, so wanted to visualize it and do some analysis on it.

More specifically, the paper mentions the process here -

Part1 Part2

References

[1] Krizhevsky et al., 2012. Imagenet classification with deep convolutional neural networks. In NIPS, 2012.