Not really. D'Uccles are incredible flyers. One of mine flew over a 6 foot garden fence with no problem. The only way to stop them from flying out of the run would be to cover it.
These are my girls, Omelette and Scrambles. They are both about 14 weeks old. They are so cute and friendly, and always curious about everything.
Scrambles
Omelette