https://github.com/wellecks/eigenfaces

eigenfaces experiment using PCA
https://github.com/wellecks/eigenfaces

Last synced: 2 months ago
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eigenfaces experiment using PCA

• Host: GitHub
• URL: https://github.com/wellecks/eigenfaces
• Owner: wellecks
• Created: 2013-11-01T22:48:47.000Z (about 11 years ago)
• Default Branch: master
• Last Pushed: 2013-12-11T01:18:08.000Z (about 11 years ago)
• Last Synced: 2024-04-28T04:30:24.288Z (8 months ago)
• Language: Python
• Size: 91.9 MB
• Stars: 12
• Watchers: 3
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
eigenfaces

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eigenfaces experiment using PCA, scipy, numpy

computes the eigenfaces and weights for a set of face images, then reconstructs the faces using an increasing number of eigenfaces.

blog post at http://wellecks.wordpress.com/2013/12/07/eigenfaces-and-forms/

the sample_gifs folder contains three gifs which shows the reconstruction process for three different people.

idea inspired by machine learning lecture material and http://jeremykun.com/2011/07/27/eigenfaces/. used the faces94 dataset found at https://github.com/j2kun/eigenfaces.