Number of items in positive samples, haar cascade classifier

asked 2017-06-23 05:55:22 -0500

CV_open gravatar image

To create the haar cascade classifier, if I train it with images of only 1 object compared to many objects of the same class, will it be able to detect only that specific object that I trained it with or providing that there is not much variance within the class, will the resulting cascade classifier actually detect other objects within the class?

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in general, since you expect some variation in the real world, you need training images, which cover this variation. using a single image (or multiple synthetic images generated from that) will always be inferior to carefully modelling your situation with as many training images as possible.

berak gravatar imageberak ( 2017-06-24 01:14:59 -0500 )edit