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How to train SVM classifier using Different sizes of HOG feature vectors?

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Peace. I was trying to develope an SVM classifier using HOG features of a particular Image. But the problem is the Different images has different sizes of HOG feature vectors . As a result , I cannot make a matrix containing all of the features which must be given as an input to the built in svm training function! What should I do ?

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