Package pyvision :: Package face :: Module CascadeDetector

[frames] | no frames]

Module CascadeDetector

source code

Classes

[hide private]

CascadeNotFound

HaarTrainingError

CascadeDetector
This class is a wrapper around the OpenCV cascade detectior.

_TestCascadeDetector
Unit tests for the Cascade Detector

Functions

[hide private]

trainHaarClassifier(pos_rects, neg_images, tile_size=(20, 20), nneg=2000, nstages=20, mem=1500, maxtreesplits=0, mode='BASIC', minhitrate=0.999, maxfalsealarm=0.5, max_run_time=259200, verbose=False, createsamples='/usr/local/bin/opencv-createsamples', haartraining='/usr/local/bin/opencv-haartraining')
Train the detector. source code

Variables

[hide private]

DEFAULT_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/...

OPENCV_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/p...

CELEB1_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/p...

CELEB2_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/p...

FULLBODY_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src...

UPPERBODY_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/sr...

LOWERBODY_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/sr...

UPPERBODY_MCS_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvisio...

DEFAULT_NEGATIVE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src...

AVE_LEFT_EYE = pv.Point(0.300655,0.381525,0.000000)

AVE_RIGHT_EYE = pv.Point(0.708847,0.379736,0.000000)

SCRAPS_FACE_DATA = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src...

NONFACE_DATA = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyv...

BAD_CASCADE = '/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvi...

__package__ = 'pyvision.face'

Variables Details

[hide private]

DEFAULT_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_frontalface_alt.xml'

OPENCV_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_frontalface_alt.xml'

CELEB1_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/facedetect
or_celebdb1.xml'

CELEB2_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/facedetect
or_celebdb2.xml'

FULLBODY_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_fullbody.xml'

UPPERBODY_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_upperbody.xml'

LOWERBODY_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_lowerbody.xml'

UPPERBODY_MCS_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/haarcascad
e_mcs_upperbody.xml'

DEFAULT_NEGATIVE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/data/nonface'

SCRAPS_FACE_DATA

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/data/csuScrapShot
s'

NONFACE_DATA

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/data/NonFace'

BAD_CASCADE

Value:

'/Users/qdb/Dropbox (ORNL)/git/pyvision/src/pyvision/config/not_there.
xml'