We see in the Prequels there are some subtle differences in the Jedi clothing, and that’s okay. Though quite why Dave Filoni (and Lucas himself?) thought why a 14 year old female Jedi, during the Clone Wars, would wear this as a Jedi uniform:
and not what we’d seen previously seen young Jedi wear as Jedi uniform in the Prequel era, is lost on me: