Keras, How to get the output of each layer?

Question

I have trained a binary classification model with CNN, and here is my code

model = Sequential()
model.add(Convolution2D(nb_filters, kernel_size[0], kernel_si         


        

Answer 1

Following looks very simple to me:

model.layers[idx].output

Above is a tensor object, so you can modify it using operations that can be applied to a tensor object.

For example, to get the shape model.layers[idx].output.get_shape()

idx is the index of the layer and you can find it from model.summary()