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Working with similar issue. But this below command helps (make uninstall will be applicable in case the installation done through make): sudo apt-get autoremove opencv-doc opencv-data libopencv-dev libopencv2.4-java libopencv2.4-jni python-opencv libopencv-core2.4 libopencv-gpu2.4 libopencv-ts2.4 libopencv-photo2.4 libopencv-contrib2.4 libopencv-imgproc2.4 libopencv-superres2.4 libopencv-stitching2.4 libopencv-ocl2.4 libopencv-legacy2.4 libopencv-ml2.4 libopencv-video2.4 libopencv-videostab2.4 libopencv-objdetect2.4 libopencv-calib3d2.4

Above one should help (it is specifically for 2.4 version). Below ones might be useful. ( I see that below commands executing succesfully for me but even after executing, corresponding lib files still retain in the /usr/local/lib..)

sudo apt-get purge libopencv* sudo apt-get purge opencv*