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If you want to use OpenCv in Android, try using OpenCv4Android SDK -OpenCv for Android. The SDK is very robust, well defined, efficient and gives near Desktop system performance (Android OS Architecture limits performance to certain level for advanced applications, for the application user the difference is unnoticable). The development cycle is simple and quick. I've successfully migrated my applications from OpenCv C++ to OpenCv4Android.