by Joseph Turian Extract faces from video clips; generate training data for pose-invariant face features. USAGE: youtube-dl 'http://www.youtube.com/watch?v=2QlGj_GPPi4' ./detect_faces.py 2QlGj_GPPi4.flv > 2QlGj_GPPi4.flv.faces ./draw_faces.py 2QlGj_GPPi4.flv 2QlGj_GPPi4.flv.faces 2QlGj_GPPi4.faces.mp4 ./smooth_faces.py 2QlGj_GPPi4.flv.faces > 2QlGj_GPPi4.flv.facechains ./draw_facechains.py 2QlGj_GPPi4.flv 2QlGj_GPPi4.flv.facechains 2QlGj_GPPi4.facechains.mp4 youtube-dl 'http://www.youtube.com/watch?v=Hde4s-xBhqE' ./detect_faces.py Hde4s-xBhqE.flv > Hde4s-xBhqE.flv.faces ./draw_faces.py Hde4s-xBhqE.flv Hde4s-xBhqE.flv.faces Hde4s-xBhqE.faces.mp4 ./smooth_faces.py Hde4s-xBhqE.flv.faces > Hde4s-xBhqE.flv.facechains ./draw_facechains.py Hde4s-xBhqE.flv Hde4s-xBhqE.flv.facechains Hde4s-xBhqE.facechains.mp4 If you want to crawl youtube video URLs, check out crawl/ REQUIREMENTS: * OpenCV (>=2?) with *old* style (Swig) Python bindings * If you are under Ubuntu, this is easy to install: sudo apt-get install python-opencv libcv-dev Note: /usr/share/opencv/haarcascades/haarcascade_frontalface_default.xml is contained in libcv-dev so you actually need to install that too for the code to run * If you are compiling the code from scratch, make sure you use option: -D BUILD_SWIG_PYTHON_SUPPORT=ON when running 'cmake' to get the old style bindings. * Note: The new style Python bindings are incomplete, unfortunately: http://stackoverflow.com/questions/2195441/opencv-2-0-and-python (See comment by ezod) * My Python common library: http://github.com/turian/commono * youtube-dl: http://bitbucket.org/rg3/youtube-dl/ Always use the latest version of youtube-dl (the HG current version). * numpy TODO: * Compute sha1sum after downloading a video IMPLICIT REQUIREMENTS (things required by REQUIREMENTS): * ffmpeg * simplejson CREDITS: * Python OpenCV face detection code originally based upon code from Robert Martin “Marty” McGuire: http://creatingwithcode.com/howto/face-detection-in-static-images-with-python/ --------------------- DEPRECATED * pyffmpeg http://code.google.com/p/pyffmpeg/issues/detail?id=9#c5 sudo pip install -e git://github.com/tranx/pyffmpeg.git#egg=pyffmpeg * PyMedia For converting a video into images. I use version 1.3.7.3. <http://securfox.wordpress.com/2009/05/15/pymedia-on-debian-lenny/> Edit the audio/acodec/acodec.c file and on line 31 insert the following : #define HAVE_LRINTF So you should have: #include <libavcodec/avcodec.h> #define HAVE_LRINTF #include “libavcodec/dsputil.h” #include “version.h” TODO: Just use OpenCV cvCaptureFromFile method? PyMedia is old and unsupported. * Video to image dumping is from PyMedia example code: http://pymedia.org/tut/src/dump_video.py.html
turian/donatefaces
Extract faces from video clips; generate training data for pose-invariant face features
Python