Each face can be represented as a linear combination of the 64 eigenfaces. Each eigenface will have different weights (loadings) for different face image. The following screenshot shows how a face can be represented with the eigenfaces and shows the first few corresponding weights.The code is left as an exercise to the reader:
Get Hands-On Image Processing with Python now with the O’Reilly learning platform.
O’Reilly members experience books, live events, courses curated by job role, and more from O’Reilly and nearly 200 top publishers.
Get Mark Richards’s Software Architecture Patterns ebook to better understand how to design components—and how they should interact.
Dive in for free with a 10-day trial of the O’Reilly learning platform—then explore all the other resources our members count on to build skills and solve problems every day.
Start your free trial Become a member now