Yes. Especially if the rest of your group will too. You'll have the benefit of wearing a costume you like, something you have complete control over, and friends to share with. Very rarely do I cosplay as a character from media etc. And I frequently see people dress as their avatar from games etc. It doesn't take away at all from a really outstanding costume.
Women and cats will do as they please. Men and dogs had better get used to it.