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    "Binary" comes from "bi" meaning "two", so I assume the OP wants to convert the image to pure black-and-white. Converting to grayscale yields a lot more than two levels. Commented Jan 9, 2014 at 20:57
  • Agreed! makes sense, +1. Commented Jan 9, 2014 at 21:31