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I have developed a new person detector using pascal VOC 4.0 with my own dataset. I also managed to convert it to xml format as required for opencv latent svm. The problem now is previously the standard xml file provided by opencv extra takes 22 sec for a 1440*1080 resolution image while performing person detection. For the same image the newly generated xml from pascal voc 4.0 takes 77 sec. Both the xmls have same number of features and filters. I do not understand what is the problem here? Any help would be appreciated?

I have developed a new person detector using pascal VOC 4.0 with my own dataset. I also managed to convert it to xml format as required for opencv latent svm. The problem now is previously the standard xml file provided by opencv extra takes 22 sec for a 1440*1080 resolution image while performing person detection. For the same image the newly generated xml from pascal voc 4.0 takes 77 sec. Both the xmls have same number of features and filters. I do not understand what is the problem here? Any help would be appreciated?