Machine Learning, Artificial Intelligence, Statistics, Math, Mathematics.
after performing eigenvalue decomposition for each co-variance matrix we can plot the eigenvalues in decreasing order. (And it looks like 50 is a good cut off.) Above image represent top 50 eigenbrains as well as eigenfaces. (Looks scary lol.) Using those 50 top eigen images lets now reconstruct