Essentially you scrub it down with steel wool to remove any rust.

Then, you rub it down with a really thin coat of oil, preferably flax seed oil.

Then you stick it in the oven at 500F for an hour, then turn off the oven with the pan still inside. Let it all cool down over time.

Then repeat the oiling and heating process a couple more times.