Applied resist on it and pressed it down on the fabric. After it had dried I applied dye using a foam brush to one piece of fabric and I used Setacolor paints on the other piece.
This is the dyed fabric. You can see the pattern of the stamp a bit, but not as much as I had hoped. However this is how the painted fabric looks like:
Much better, don't you think?