In previous years crime figures have seen a significant rise during the annual celebration.
Good weather on Saturday meant a larger number of spectators than usual turned out to the event.
However, Insp Stuart Wilson said that other than a "few minor incidents" it had passed peacefully.
He said: "The annual Guid Nychburris celebrations started early with police cyclists escorting about 200 horses through the traffic in Dumfries.
"The good weather meant that there were a large number of spectators out to watch the horses, the crowning ceremony and the parade in the centre of Dumfries but it was a good family atmosphere and there were no policing issues.
"Local police were assisted by police horses and Operational Support Division from Glasgow to make sure the crowds were safe."
Police have praised the "good family atmosphere" among the thousands of people who turned out to watch Guid Nychburris events in Dumfries.