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How evaluate the performance of OpenCV

Dear OpenCV-community, Like the topic of my question might suggest, i am interested in the evaluation of the performance of the open source library OpenCV. I am new at the developer front, and i am not really shure how a Performance test should look like. My Overall goal is to compare two open source libraries. The open source libraries i am looking for are the OpenCV- and the ITK library. I know that there are serveral ways to perform a comparison. One way i would do it is to check the performance differences between them.

I am looking Forward to here from you, high regard Andreas