Thanks!
I was not able to use the hookers, I did something wrong… But I tried to create a new network based on the values from my trained model and it worked. I created a new network from layer one to the layer I desired. Then I got the output and plot the image with plt.imshow().
I can see the images, but it’s gonna be almost impossible analyze all the layers and the resolution of the image is small because the vgg16 original model.
Just another question: the plot with imshow is the best option to plot something like that?