Certified GKH Gardening Expert
As an Annual, sure! The winters do not get cold enough, and the summers remain too warm for too long for mint family to do very well in that area.
You can try keeping them in container and moving them to a highly shaded area during midday summer heat, though.
Here is an article that will explain more about their care requirements: