Well, it's a good objection. I only know this combination (peaked cap with brown uniform) from cadets, but they wear their shoulder boards. On your foto the are wearing nothing. Hmm...
I've got my "Sargento de mayor de compañia" uniform with shown cap directly from the wearer.