How do you tell if a big black bee is a female or male?

All bees you see flying around outside and visiting flowers are females. The males stay inside the hive until it's time for them to mate, and afterwards they die. Males have no stinger, no stripes on their black abdomen, which is also much fatter than a female's, and their eyes are much bigger, touching each other on top of their heads.