https://github.com/saman-nia/pca-eigenfaces

Image Signal Processing
https://github.com/saman-nia/pca-eigenfaces

computer-vision dimensionality-reduction eigenfaces face-recognition image-processing pca

Last synced: 2 months ago
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Image Signal Processing

• Host: GitHub
• URL: https://github.com/saman-nia/pca-eigenfaces
• Owner: saman-nia
• Created: 2017-12-05T08:16:17.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2018-04-17T15:09:49.000Z (about 7 years ago)
• Last Synced: 2025-01-12T18:11:26.142Z (4 months ago)
• Topics: computer-vision, dimensionality-reduction, eigenfaces, face-recognition, image-processing, pca
• Language: Jupyter Notebook
• Homepage:
• Size: 6.3 MB
• Stars: 0
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# PCA-Eigenfaces

This assignment focused on the method presented in the paper by M. Turk and A. I use Eigen faces for recognize the face. I employee kNN for the performance evaluation. I did the assignment in the Jupyter Notebook along the results. I have also took the face data sets which

has been provided by the University of Vienna.

![Alt text](https://github.com/saman-nia/PCA-Eigenfaces/blob/master/Accuracy%20of%20the%20Variance.png?raw=true "Title")