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For questions related to the VGG neural networks, which were proposed in "Very Deep Convolutional Networks for Large-Scale Image Recognition" (2015) by Karen Simonyan and Andrew Zisserman.
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Why does the number of feature maps increases in the VGG model?
The number of feature maps is increased because we increased the number of filters that are applied throughout the process.
Here is the reason why:
Filters at first layers would find simple features …