keras model summary, print out for each layers property

from keras.layers import Input

from keras.applications import VGG16

vgg_model = VGG16(weights="imagenet", include_top=False, input_tensor=Input(shape=(224, 224, 3))) #the head FC layer off

#how many layers

print(len(vgg_model.layers))

#last layer

print(vgg_model.layers[-1].name)

#print whole layer

for idx, layer in enumerate(vgg_model.layers):

print(idx+1, '-----')

print(layer.output_shape)

print(layer.name)

print('--------')

#summary of model

vgg_model.summary()