Here is a Photoshop action that will give a photo a watercolour painting effect.

When using this action, if the effect is too much and is knocking out all the details, reduce the opacity of Layer 1 and/or Layer 1 copy 2

I hope you like this action, can use it and enjoy it!

Click on the image to download the .atn file