Unsupervised learning using openCV
Hi guys.. I looked a bit into openCV and can see that they provide some form of machine learning in a unsupervised manner. Could tho be used to train a cascade classifier to detect a the thing which has been learned, and if so, how would this be done?.. It has to be done in a unsupervised manner since, the training has to be performed in background. but a ROI of the object can easily be extracted...
Cascade classifiers and the available system in OpenCV are not unsupervised. What you could do is investigate further the TLD tracker. Based on a given ROI it matches keypoints within frames and learns a general keypoint description of views of an object. However the OpenCV TLD implementation lacks accuracy and speed ...