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Neuroglycerin / neukrill-net-tools

Tools coded as part of the NDSB competition.
MIT License
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Get Cascade Classifier response #60

Open scottclowe opened 9 years ago

scottclowe commented 9 years ago

A function which, given an image, returns a response for every cascade classifier by the output of #59.

The natural response given by CascadeClassifier is location and number of occurrences of the the search pattern. For us, this will essentially be a binary response as we will only be searching on a scale appropriate to find the pattern at the whole-image scale. However, we could possibly use the numDetections response (the number of positively identified rectangles merged to make the detection) as a scalar output instead, which would give us more information to work with.

This should be done in Python so it is able to interface with a downstream sklearn classification from which we can get a probability for of the image belonging to each of the classes.

http://docs.opencv.org/trunk/doc/py_tutorials/py_objdetect/py_face_detection/py_face_detection.html https://github.com/Itseez/opencv/blob/master/samples/python2/facedetect.py http://docs.opencv.org/trunk/modules/objdetect/doc/cascade_classification.html

scottclowe commented 9 years ago

This will subclass HighLevelFeatures.