Add note about data-set sizes
Don't bother with normalization (no effect)
Fix bug: arrays are height*width, not width*height
Make script more robust to different image sizes
Reduce verbosity of script
Serialize PCA model so that we can re-use it later
Move all data-set size talk to own section