Why を instead of で?

彼は公園を歩いた.
He walked in the park.

I assumed it would be で as the particle after 公園 as it shows the action is occurring within this location, right?

But I used multiple translators which all said to use を. Why is this?

I don't see why it would be used even more so because 歩く is an intransitive verb.