Hey, everyone in Solitude attacks me, I have a quest to go in, but can't do the quest because of this, is there a way for them to start liking me?

Have you tried yielding and paying off the guard? Calm spells can work if they don't accept a regular yield.

Fight your way trough those Imperial dogs!