My food was zero when I posted earlier. The villagers were planting and watering for several hours (real time), but no crops ever grew and everyone eventually died.

I have since started a new game and knew to obtain Harvesting Level 2 more quickly and had plenty of food at that point. This time the crops grew right away.

I guess if the villagers have zero food their crops will not grow.