If you want the output printed in a fancy way:
model.summary()
If you want the sizes in an accessible form
for layer in model.layers:
print(layer.get_output_at(0).get_shape().as_list())
There are probably better ways to access the shapes than this. Thanks to Daniel for the inspiration.