This video describes how the singular value decomposition (SVD) can be used to efficiently represent human faces, in the so-called “eigenfaces“ (Matlab code, part 1).
Book Website:
Book PDF:
These lectures follow Chapter 1 from: “Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control“ by Brunton and Kutz
Amazon:
Brunton Websit
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