To do so, we have to understand the definition of 'real'. From what I know, all the theories we are learning today are simply proposed explanations for the different macroscopic phenomena that humans have observed. Thus, they may or may not be true. If something happens which does not comply with our current scientific model, then it would have to be altered. Similarly, the idea of atoms is simply what humans invented to explain the various physical properties of the things around us. To answer the original question, we are actually seeing atoms all around us, just that we are not seeing individual atoms, but rather, we see them bonded to one another to form the various compounds we use daily.