Sarah buys cylindrical cans of pet food with a diameter of $4$ cm and a height of $4$ cm. David buys cylindrical cans with a diameter of $8$ cm and a height of $4$ cm. What is the ratio of the volume of one of Sarah's cans to the volume of one of David's cans?