I was working on organizing my photo collection in iPhoto when I noticed that my 17.000 pictures took over 57GB of my hard drive. Currently I am running a program to find duplicates in my library, but after that I am going to look at tips from those two articles.
Speed up iPhoto ’09
Resolving iPhoto library size discrepancy