https://github.com/dusenberrymw/eigenfaces

An eigenfaces demo to go along with a recent blog post: http://mikedusenberry.com/on-eigenfaces/
https://github.com/dusenberrymw/eigenfaces

Last synced: 2 months ago
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An eigenfaces demo to go along with a recent blog post: http://mikedusenberry.com/on-eigenfaces/

• Host: GitHub
• URL: https://github.com/dusenberrymw/eigenfaces
• Owner: dusenberrymw
• Created: 2015-01-25T18:29:28.000Z (almost 10 years ago)
• Default Branch: master
• Last Pushed: 2015-02-03T21:02:24.000Z (almost 10 years ago)
• Last Synced: 2023-08-03T19:58:05.406Z (over 1 year ago)
• Language: Matlab
• Homepage:
• Size: 10.6 MB
• Stars: 17
• Watchers: 1
• Forks: 2
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
Eigenfaces Demo

---

## What

This is an **eigenfaces** demo written in the Octave/Matlab language to go along with [a recent blog post](http://mikedusenberry.com/on-eigenfaces/).

## Features

* Given a dataset of faces (the [cropped version](http://conradsanderson.id.au/lfwcrop/) of the [Labeled Faces in the Wild (LFW)](http://vis-www.cs.umass.edu/lfw/) dataset), this demo computes and visualizes the _eigenfaces_, and shows the effect of projecting and recovering the original faces using these eigenfaces.

## Related Blog Post

* [On Eigenfaces](http://mikedusenberry.com/on-eigenfaces/)

## Dev notes

* Octave 3.8.1

* `displayImages.m` is based on a utility function (non-exercise) from the [Coursera ML course](https://www.coursera.org/course/ml).