Leaving the capital of France’s Chablais region, with its medieval old town and castles behind, you follow the small towns that line up along the shore of the lake. You cross the Swiss border at Hermance. At Cologny, there is a spectacular view of Lake Geneva with its fountain, the Jet d’Eau.