Photos shown as blank thumbnails

I am creating a fairly large photo book from around 350 images. On the right where the photos are and where I have been dragging them from all was well until I got about 3/4 of the way through the project. Then they stopped being displayed as previews and started to appear as blank thumbnails instead. When I drag them into the project they are there but its not much of a solution.
iMac 27" 2013
OS X 10.9.4

Do the photos show correct thumbnails in the Events or albums? 
Try the following:
1 - launch iPhoto with the Command+Option keys held down to open the First Aid window. Be sure to follow the circled recommendation in the screenshot.
2 - run Option #4, Rebuild Database.
3 - if necessary repeat with Option #1, Repair Permissions.

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