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I think you are wrong. As far as I know there is a CPU implementation and a GPU implementation of the HoughCircles algorithm. However OpenCV uses tons of internal optimizations like NEON codes, parallelization, TBB framework, ... to reach higher performance. It is quite impossible for a basic software programmer to get equal results, unless you know how to do these specific optimizations.