I think it might depend on which particular type of poppy  

  the seeds come from  

 .  The ones sold commercially for food use are blue. 
You could clean them by a small scale version of winnowing - toss them a bit in the air, just enough to lift them, and blow out any chaff.  Washing them could lead to a whole lot of seedlings.