This is caused by the mipmaps. “Bleed” your texture a bit over your UV islands.
If you are doing your textures by baking, then just use render panel - bake and put some margin to your render bake.
If you are doing your textures by painting in image manipulation software then just paint over your UV islands a bit with same color and that should get rid of those black lines.