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Optimize OpenCV code to use CUDA implementations #31

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w29ahmed opened this issue Jun 20, 2019 · 0 comments
Open

Optimize OpenCV code to use CUDA implementations #31

w29ahmed opened this issue Jun 20, 2019 · 0 comments

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@w29ahmed
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We should take advantage of GPU optimizations since we are using a jetson, and also most of us have CUDA installed on our machines.

OpenCV has cuda implementations for a majority of the computationally expensive functions, a lot of which we are using in our computer vision node. We should start porting these over and always look for a cuda implementation first to see if it's available.

https://docs.opencv.org/4.1.0/d1/d1a/namespacecv_1_1cuda.html

This should apply to all aspects of the computer vision node: endline, traffic light, traffic sign, and lane detection

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