The invention discloses a calligraphy comparison method based on image binaryzation. The method is characterized by comprising: 1,
processing a calligraphy picture of a calligraphy practicer into a binaryzation picture by using an image binaryzation principle, and setting the binaryzation picture as a picture a; 2,
processing the image of the copybook into a
binary image by using an image binarization principle, and setting the
binary image as an image b; 3, performing picture size
processing on the picture a obtained through processing in the step 1 and the picture b obtained through processing in the step 2, and the sizes of the two pictures are adjusted to be consistent; 4, selecting a comparison direction, and judging to select emphasized Chinese character
structure comparison or emphasized Chinese character
stroke comparison; 5, displaying a comparison effect; and 6, providing reference suggestions for practicers to practice through
deep learning. According to the calligraphy comparison method disclosed by the invention, the comparison result of images, characters or numbers given by the calligraphy comparison method is very visual, so that a practicer can know the differencebetween own fonts and copybooks conveniently, and reference suggestions for the practicer to practice calligraphy are given.