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Noun: binarisation
Usage: Brit (N. Amer: binarization)
  1. Conversion of an image to two tone (esp. black and white)
    "The document scanner used binarisation to enhance the contrast of old texts";
    - binarization
     
  2. Conversion to binary, or classification of data into two groups
    "The machine learning model performed binarisation on the continuous data";
    - binarization