Preheat the oven to 350°.
Grease and flour 2 round cake pans.
Drain the cherries and reserve juice.
Slice cherries in half.
Put the cake mix in a mixer bowl.
Add enough milk to the cherry juice to bring the liquid to 1 cup.
Pour that into the cake mix.
Add all the other ingredients, except cool whip, to the bowl and mix until well combined.
Pour into the prepared cake pans.
Bake for 25-30 minutes, until a toothpick comes out clean when you test the center.
Cool for 10 minutes in the pans, then remove to cooling racks.
After completely cool, frost with cool whip