You say you are 19, so there is no way your family can stop you from moving out. Of course, they could do a bit difficult in paying for school fees...
Listen to your heart. If you feel you can do this, then go for it. Tell your family that you are very sure and will do it anyway. Tell them that you will proove you are worth their trust
Good luck to you!!