Flowing Fix: Repair and Rebuild the iPhoto Library

If iPhoto has been acting up on you, you might need to rebuild the library.  To get to the the rebuild menu, press and hold the Command and Option keys when clicking the iPhoto icon to launch the application.

For more details of which options to select, refer to this website:
http://cybernetnews.com/repair-restore-rebuild-iphoto-library/