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Sample code of testing functions of OpenCV with CUDA-enabled DNN modules.

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opencv-dnn-cuda-test

Sample code of testing functions of OpenCV with CUDA-enabled DNN modules.

Setting up

$ cd yolos
$ wget https://pjreddie.com/media/files/yolov3.weights
$ cd ..

Then go to either Python or C++ part to validate the installation of OpenCV with CUDA-enabled DNN modules.

Special Thanks

Thanks for YashasSamaga providing a quick dirty way to measure FPS. You can visit his work about this:

As C++ part, I adapted some lines from the following (written by YashasSamaga):

Also, he provides the way to compile OpenCV version 4.x without errors:

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Sample code of testing functions of OpenCV with CUDA-enabled DNN modules.

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  • C++ 56.3%
  • Python 31.2%
  • CMake 12.5%