eigenfaces

A Jupyter Notebook that implements in Python 3 the Eigenfaces algorithm for face recognition, using eigen decomposition and principle component analysis(PCA) for dimensionality reduction.

Name		Name	Last commit message	Last commit date
Latest commit History 2 Commits
.ipynb_checkpoints		.ipynb_checkpoints
training-images-small		training-images-small
training-images		training-images
Eigenfaces.ipynb		Eigenfaces.ipynb
README.md		README.md
covariance _matrix.png		covariance _matrix.png
eigenvalues.png		eigenvalues.png
image_vector.png		image_vector.png
mean_face_formula.png		mean_face_formula.png
prediction_test.png		prediction_test.png
project-info.md		project-info.md
python_pca_eigenfaces.png		python_pca_eigenfaces.png
python_pca_reconstruction.png		python_pca_reconstruction.png
representation.png		representation.png
select_eigenfaces.png		select_eigenfaces.png
test.jpg		test.jpg

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