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Does PyOpenCV support GPUs?

Is it possible to write PyOpenCV code using GPUs? I want to know if I can write the following on Python:

#include <opencv2/opencv.hpp> 
#include <opencv2/gpu/gpu.hpp> 
using namespace cv; 
int main() { 
 Mat src = imread("car1080.jpg", 0); 
 if (!src.data) exit(1); 
 gpu::GpuMat d_src(src); 
 gpu::GpuMat d_dst; 
 gpu::bilateralFilter(d_src, d_dst, -1, 50, 7); 
 gpu::Canny(d_dst, d_dst, 35, 200, 3); 
 Mat dst(d_dst); 
 imwrite("out.png", dst); 
 return 0; 
}

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