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A Jupyter Notebook that implements in Python 3 the Eigenfaces algorithm for face recognition

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.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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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.

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A Jupyter Notebook that implements in Python 3 the Eigenfaces algorithm for face recognition

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python3 pca eigenfaces

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