It is very difficult to win an appeal when your argument is based on a factual finding not a legal ruling. Best thing to do is repeat your testimony that you, in fact, stopped at the stop sign.
A report to the Advisory Board on Judicial Ethics may be appropriate. I would not abandon the suit.