Those devoid of Reason think of Me, the unmanifest, as having manifestation, knowing not My supreme nature, imperishable, most excellent.
In plain words: Krishna says people who do not understand think he is only a visible, limited form. They do not know his highest nature, which is beyond form and never dies.