If you used a default texture then you do not need to put it in your maps folder. If it is a texture you took from another map, add it to your maps folder, then change the location of the texture to your maps folder. I would recommend asking the author of the map you took the texture from if it is ok to use, and credit them if you release the map.
I believe this is explained in my tutorial.