Johnny Depp and his beautiful girlfriend, French singer, model actress, Vanessa Paradis wowed the crowds at the Chanel party in Cannes on Tuesday night, and RadarOnline.com has the photos.

PHOTOS: Johnny And Vanessa At Chanel In Cannes

Johnny looked very dapper in a Mad Hatter-esque hat and black suit, while Vanessa looked breathtaking in a cutaway sparkling gown.

PHOTOS: Johnny Depp In Pajamas In Venice

The couple, who have been dating since 1998 and have two children together, daughter Lily-Rose and son, John Christopher, don’t have to commute too far for the glamorous film festival – they own a farm in nearby Plan-De-La-Tour.

PHOTOS: Angelina And Johnny Enjoy A Break

Meanwhile the crowds that flock from afar to the South of France each year in the hopes of catching a little Hollywood stardust have not been disappointed this year.

PHOTOS: Johnny And Angelina Film The Tourist

So far the festival has attracted Naomi Watts, Kate Beckinsale, Cate Blanchett, Salma Hayek, Lindsay Lohan, Eva Longoria and Paris Hilton amongst others.