Hello, you can easily differentiate by cell morphology in plate, by microscopy. But first of all bacteria can be differentiate from fungi by the use of selective nutrient media, they also require different growing temperatures and growing time.
Most of fungi grow under 28*C and most bacteria above 30*C. So you can distinguish them by grow factors than by morphology and microscopy.