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https://github.com/shiffman/face-it

A repository of Processing examples for ITP fall workshop about face detection, recognition, and miscellaneous tracking methods.
https://github.com/shiffman/face-it

Last synced: 26 days ago
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A repository of Processing examples for ITP fall workshop about face detection, recognition, and miscellaneous tracking methods.

Host: GitHub
URL: https://github.com/shiffman/face-it
Owner: shiffman
Created: 2013-06-18T17:47:25.000Z (over 11 years ago)
Default Branch: master
Last Pushed: 2013-10-04T15:25:05.000Z (about 11 years ago)
Last Synced: 2024-04-16T08:56:36.867Z (7 months ago)
Language: Processing
Size: 1.4 MB
Stars: 296
Watchers: 31
Forks: 74
Open Issues: 7
Metadata Files:
- Readme: README.md

Awesome Lists containing this project

README

        Face It Syllabus

================

A "syllabus" and repository of Processing examples for ITP fall workshop about face detection, recognition, and miscellaneous tracking methods.

# Day 1, Saturday, September 28, 10-5

## 10:00 AM - Overview of day

* Detection vs. Recognition vs. Tracking

## 10:15 AM - Reference Projects

* Face Detection

    * [Drawing faces as instructed by facial detection](http://plummerfernandez.tumblr.com/post/54596732227/drawing-faces-as-instructed-by-facial-recognition)

    * [Portrait – Discovering centric figure(s) of movies using facial recognition](http://ssbkyh.com/works/portrait/)

    * [Cloud Faces](http://ssbkyh.com/works/cloud_face/)

    * [Google Earth Faces](http://www.onformative.com/lab/googlefaces/)

    * [CVDazzle](http://cvdazzle.com/)

* Face Recognition 

    * [Spurious Memories](http://deweyhagborg.com/spurious/)

* Face Tracking

    * [Dance with your face](http://www.youtube.com/watch?v=dplBh_rxoUc)

    * [Face Substitution](https://vimeo.com/29279198), [Source](https://github.com/arturoc/FaceSubstitution)

    * [Kamio IOS app](https://itunes.apple.com/us/app/kamio/id668849062?mt=8)

    * [All the Universe is Full of the Lives of Perfect Creatures](https://vimeo.com/35262930)

    * [Typface](http://www.rhymeandreasoncreative.com/portfolio/index.php?project=typeface)

* Other

    * [Split Faces](http://www.mymodernmet.com/profiles/blogs/split-family-faces) by http://www.ulriccollette.com/

    * [Blind self-portrait](https://vimeo.com/40279845) and [Self-Portrait Machine](http://we-make-money-not-art.com/archives/2009/07/selfportrait-machine.php#.UkQ27WTXhTs)

    * The Human Face Documentary: [Part 1](http://www.youtube.com/watch?v=8HlqbSDqmE4), [Part 2](http://www.youtube.com/watch?v=dEocYZmuxbs), [Part 3](http://www.youtube.com/watch?v=HJpqoAkWgXI), [Part 4](http://www.youtube.com/watch?v=IDAsQQE0Il4)

## 11:00 AM - OpenCV Face Detection

* How it works

    * [Download Release](https://github.com/atduskgreg/opencv-processing/releases),[Processing OpenCV library](https://github.com/atduskgreg/OpenCVPro)

    * [Face Detection visualized by Adam Harvey](https://vimeo.com/12774628)

    * [Interview with Adam Harvey re: Face Detection](http://makematics.com/research/viola-jones/)

    * [Haarcascade Visualizer](https://github.com/adamhrv/HaarcascadeVisualizer) -- Note this requires Processing 1.5.1

* Examples

    * [Detect face in image](https://github.com/shiffman/Faces/tree/master/OpenCV/SimpleFaceDetect)

    * [Detect face in live video](https://github.com/shiffman/Faces/tree/master/OpenCV/LiveFaceDetect)

        * [scale down resolution for performance](https://github.com/shiffman/Faces/tree/master/OpenCV/LiveFaceDetect_scaled)

        * [save face as JPG](https://github.com/shiffman/Faces/tree/master/OpenCV/LiveFaceDetect_saveimages)

        * [track faces over time](https://github.com/shiffman/Faces/tree/master/OpenCV/FaceDetectMemory)

        * [save faces as images](https://github.com/shiffman/Faces/tree/master/OpenCV/SaveFaces)

    * [Face Detection in JavaScript!](http://inspirit.github.io/jsfeat/sample_haar_face.html)

## 12:00 PM - Lunch

## 1:00 PM - Face Recognition

* How it works

    * [Eigenfaces](http://jeremykun.wordpress.com/2011/07/27/eigenfaces/)

        * [Processing example](https://github.com/atduskgreg/Processing-Eigenfaces) from Greg Borenstein using [Processing-Eigenfaces](https://github.com/atduskgreg/Processing-Eigenfaces)

    * [More algorithms and stuff](http://www.face-rec.org/)

* But let's just use an API!

    * [Rekognition](http://rekognition.com/), [Sign up for API key](http://rekognition.com/register/)

        * [Rekognition for Processing Library](https://github.com/shiffman/RekognitionProcessing/releases/tag/0.1)

        * also requires [HTTProcessing](https://www.dropbox.com/s/fqzddqqfhzt7580/HTTProcessing.zip)

        * Examples

          * [Detect a Face](https://github.com/shiffman/Faces/tree/master/FaceRekognition/FaceDetectExample)

          * [Train a Face](https://github.com/shiffman/Faces/tree/master/FaceRekognition/FaceTrainExample)

          * [Recognize a Face](https://github.com/shiffman/Faces/tree/master/FaceRekognition/FaceRecognizeExample)

          * [Look at raw JSON](https://github.com/shiffman/Faces/tree/master/FaceRekognition/RawJSONExample)

          * [Threaded request](https://github.com/shiffman/Faces/tree/master/FaceRekognition/FaceRecognizeExampleThread)

          * [Putting it all together with Live OpenCV](https://github.com/shiffman/Faces/tree/master/FaceRekognition/Greeter)

    * [Lambda Labs](http://www.lambdal.com/)

        * [Processing library in progress](https://github.com/shiffman/LambdaProcessing) -- talk to me if you want to use this.

## 2:30 PM - Face Tracking

* [FaceTracker](https://github.com/kylemcdonald/FaceTracker) by [Jason Saragih](http://jsaragih.org/).

   * [Interview with Kyle McDonald about FaceTracker](http://makematics.com/research/facetracker/)

   * Original "[Deformable Model Fitting by Regularized Landmark Mean-Shift](http://link.springer.com/article/10.1007%2Fs11263-010-0380-4)" paper.

   * [ofxFaceTracker](https://github.com/kylemcdonald/ofxFaceTracker) for direct use in OF.

      * [FaceOSC Downloads](https://github.com/kylemcdonald/ofxFaceTracker/downloads) for use with Processing and other applications

      * [FaceOSC + Syphon to get image into Processing](https://github.com/downloads/kylemcdonald/ofxFaceTracker/FaceOSC-osx+Syphon.zip)

      * [Blink detection OSC](https://github.com/downloads/kylemcdonald/ofxFaceTracker/BlinkExample-osx.zip)

      * OSC

         * [oscp5](http://www.sojamo.de/libraries/oscP5/) (install through Processing library manager)

         * [Osculator](http://www.osculator.net/) for help with debugging OSC

    * Examples

      * [Simple Tracker Data Demo](https://github.com/shiffman/Faces/tree/master/FaceOSC/FaceOSCDemo)

      * [All Points](https://github.com/shiffman/Faces/tree/master/FaceOSC/FaceOSCAllPoints)

      * [Triangle Mesh](https://github.com/shiffman/Faces/tree/master/FaceOSC/FaceOSCTriangleMesh)

      * [Puppet Face](https://github.com/shiffman/Face-It/tree/master/FaceOSC/FaceOSCPuppet), Requires: [FaceOSC-Img](https://www.dropbox.com/s/fzjznyiksvd6z0v/FaceOSC-img.zip)

      * [Blink Particles](https://github.com/shiffman/Faces/tree/master/FaceOSC/BlinkParticles) - requies: [BlinkExample](https://github.com/kylemcdonald/ofxFaceTracker/downloads)

      * [More Processing Examples](https://github.com/kylemcdonald/FaceOSC-Templates/tree/master/processing)

      * [All OF Examples](https://github.com/kylemcdonald/ofxFaceTracker)

* [FaceShift](http://faceshift.com/)

   * [download free trial](http://www.faceshift.com/get-trial/) - 30 days only, noncommercial license avaialble for $150 and there will be a faceshift laptop in ER for checkout with academic license.

   * [ofxFaceShift](https://github.com/kylemcdonald/ofxFaceShift) for direct use in OF

   * [FaceShiftOSC tutorial](https://vimeo.com/46916078) from Kyle (note the tutorial uses an older version of FaceShift but concepts still apply).

   * [FaceShiftOSC download](https://github.com/kylemcdonald/ofxFaceShift/downloads)

   * [Simple OSC Processing Example](https://github.com/shiffman/Faces/tree/master/FaceShift)

* Face Morphing

   * [How it works](https://ccrma.stanford.edu/~jacobliu/368Report/)

   * [Michael Jackson Black or White video](http://www.youtube.com/watch?feature=player_detailpage&v=bBAiZcNWecw#t=330s)

   * Examples

       * [Triangle Interpolation with Textures](https://github.com/shiffman/Face-It/tree/master/FaceMorphing/TextureDemo)

       * [Face Morphing](https://github.com/shiffman/Face-It/tree/master/FaceMorphing/FaceMorph)

## 4:00 PM - Wrap-Up / Project Idea Discussion

## Homework

   * [Post a link to your work here](https://github.com/shiffman/Face-It/wiki/Face-It-Projects)

# Day 2, Friday, October 4th, 3:30-6

## Project Presentations