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my implementation of cpu and gpu version of bilinear upsampling

C++ 56.17% Cuda 36.66% CMake 7.16%

bilinearresize_cuda's Introduction

bilinearResize_cuda

requirements:
CUDA and OpenCV library(tested on CUDA 10.0 and OpenCV 4.1)
cmake 3.15

usage:
$ cd bilinearResize_cuda/
$ mkdir build && cd build
$ cmake .. && make
$ ./example

input:
test.jpg resolution: 464×240×3

output:
test_cpu.jpg resolution: 1856×960×3 run time: 107.138715 ms
test_gpu.jpg resolution: 1856×960×3 run time: 1.887202 ms
test_opencv.jpg resolution: 1856×960×3 run time: 7.711177 ms

bilinearresize_cuda's People

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