In addition to the upper and lower eyelids, dogs have a third eyelid and associated gland, which helps keep the eye lubricated. When the structures around the gland weaken, it can fall from its normal position and stick out, looking somewhat like a little cherry — hence the name cherry eye.
Source: AKC