Twenty five people are marching.
A marching crowd goes down the street.
The marching crowd could be doing it not just down the street but in a park, a plaza, the beach or anywhere really.
marching doesn't imply that they are going down the street. They could have been going up the street.
Marching does not imply that the crowd goes down the street