TRACK BREAKDOWN How can we even out the distribution? Remove top 8 videos with unknowns (7%) Known: 39.1% Unknown: 61.2%
lda OR PCA? 32 dim64 dim128 dim Not enough classes for LDA to work with higher dimensions
pca 1024 precision recall
L2 and L2_AVG Need to determine whether something in the method isn’t preforming correctly or it preforms poorly on dataset
Additional dataset YouTube Celebrity Dataset “Face Tracking and Recognition with Visual Constraints in Real-World Videos”Face Tracking and Recognition with Visual Constraints in Real-World Videos” Project Page Allows us to test and verify on an additional dataset. We can use our dictionary (PubFig + 10)
What’s next? Test higher dimensions of PCA to choose final. Continue to work with L2 and L2_AVG. Test on higher dimensions.