Although set in France the series is filmed in Gozo. That's why you see a few right hand drive cars and some of the road markings have been sprayed with grey paint. That's because they drive on the left in Gozo and the right in France.
Although supposedly taking place in the South of France, you can tell it has been filmed on Malta due to the majority of vehicles being right hand drive.