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Compression of a 400-images database using PCA

Python 2.37% Jupyter Notebook 97.63%
pca-analysis eigenfaces machine-learning dimensionality-reduction compress-images compression

facial-image-compression's Introduction

Facial-Image-Compression

Compression of a 400-image database using Principal Component Analysis(PCA)

Olivetti - Consists of the original 64x64 images
DimRed - A custom implementation of PCA modified for this application
Image Compression - Notebook file to demonstrate the compression
compressed - Compressed version of the images
new_images - Restored images after compression

Original images: Original Images

Eigen Faces: Eigen Faces

Reconstructed images: Reconstructed Images

facial-image-compression's People

Contributors

mukeshchugani10 avatar rahul1801 avatar

Stargazers

Shivam avatar

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