Basic Facial Recognition:

Facial Recognition System by using Dimensionality Reduction (Unsupervised Learning). The following are images depicting the process:

The Average face of the Training images

Plot of the singular value dicomposition

The first six(6) eigen-faces of the system:

Depiction of Test images on top with their respective encoded faces:

Accuracy Rate of 78% and 80% from Testing set1 and set2 respctively:

faces with a red shade were wrongly identified and the gray images where identified correctly.