Question

is the first clause of "Collecting the flower from him, Belle thanked the frog prince." a dependent clause?

Answer 1

A dependent clause cannot stand on its own. So yes, "Collecting the flower from him," is a dependent clause because it cannot stand on its own as a sentence. 

Answer 2

Yes, because it cannot stand on its own.