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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

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Plot of the singular value dicomposition

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

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

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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. Alt text Alt text