For this example, let's assume that the inputs have a dimensionality of (frames, channels, rows, columns), and the outputs have a dimensionality of (classes).
from keras.applications.vgg16 import VGG16
from keras.models import Model
from keras.layers import Dense, Input
from keras.layers.pooling...