Just pay the ticket.
The judge is unlikely to be sympathetic, and it can be pretty humiliating to be told in open court that stop signs mean stop.
(Or worse, have the judge ask you if you fell asleep the day Sesame Street talked about stop signs, as happened to my neighbor when trying to fight a failure to stop. Seriously, just pay the ticket.)

