Are you talking about for the experiment?
In those cases, you measure the distance over time for a short distance, to come up with an estimate. You also measure the angle of projection.
ux=ucos(angle of projection)
uy=usin(angle of projection)
Some standard ways of measuring that initial velocity, is with a motion detector, photogates, strobe photography or video analysis.