Can you get license plate with only a permit?

No, you cannot obtain a license plate with only a permit. A permit allows you to drive legally while you're learning, but you must have a valid driver's license to register a vehicle and receive a license plate. Once you pass your driving test and obtain your license, you can then register your vehicle and get the plates.