I filed my taxes and it was accepted June 18th last month. I wanted to change from getting the return in the mail and change it to direct deposit if that's possible.

No you can't change the way to receive your refund after your tax return has been filed and accepted. 

Unfortunately, that is not possible after you file.  I am sorry I don't have better news!