Will Permanent Makeup Eventually Go Away Entirely?

i had permanent black eyeliner top and bottom about a year ago and it is turning a blue color. is that what is meant by "fading"? i really don't like it but i can wait it out. Will it eventually just go away like nothing was ever there?

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