The difference is the process after they are picked. They all come off the tree green. If the olives stay on the tree longer, they turn yellow then purple. If you squeeze a green olive and oil squirts out, then it is ripe for picking. Those left on the tree all winter will shrivel and turn black, but are still not edible until processed.
Olive Harvesting Nets