I have done my own training of tensorflow inception a while ago, recently I wanted to add new classes to the original model. However, when I retrain tensorflow it generates a new graph and labels files completely separate from the older one.
Is there a way to combine models? Or do I have to retrain again with the old and new classes?
You have to retrain. You may be able to use transfer learning to do it much faster than you did before.