Pink Draught cures the effects of Temporary Sterility/Infertility, it does nothing to the Sterile perk if you have it.
It's possible (if completely redundant) to give yourself one of the temporary conditions with Brown Leaf or Blank Powder while Sterile and you can use a Pink Draught to remove it, but you'll still have the original perk.