Visualizing different layers of neural network


I was just wondering whether there was a specific method for visualizing the layers in cnn, i want to visualize from the first conv1, conv2 etc layers all the way to the fully connected layers,

Also my network contains a series of nn.sequential components is there any way to visualize the components that make that up as well?

You should take a look at this response from Francisco Massa:

Having extracted the intermediate outputs of a convolutional network, you can visualise them using matplotlib

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