According to the blossom season: 

Luberon with photo stops in Gordes and Abbaye de Sénanque. 

OR 

Sault : French capital of lavender : visit of the distillery and taste lavender ice-cream (non included). 

Many stops in lavender fields 

From the middle of June to the middle of August.