If you enter IMC then you're now IFR. You can cancel IFR and revert back to the visual flight rules once you regain VMC.
A flight plan is not required for IFR unless you wish to enter controlled airspace. You should look at the ANO and see exactly what equipment is or rather isn't required to fly IFR outside controlled airspace, you might be surprised.