Do I need planning permission for a Juliet balcony?

The addition of a Juliet balcony falls under Permitted Development (PD) rules. If you live in a designated area eg conservation, PD rules don’t apply and you will have to apply for planning permission. Irrespective of the planning requirement, you will probably require Building Control approval; a Building Notice would suffice.