The Cliffs of Emyn Muil.
This is a detailed map of the cliff in the eastern Emyn Muil down which Frodo and Sam climbed, and where they were joined by Gollum. It also shows the ravine down which Gollum guided them to the marshes.
The route across the Emyn Muil is shown in the following map.