When you take away the sharps/ flats you are left with 7:A B C D E F G

And then the 8th is the repetition of A at the new Octave

Octo is 8 but within an octave are 7 notes and when you add the sharps and flats you get 12 notes

And then there is also the 24 note chromatic scale