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The frame rate is very low, how to improve the frame rate through the gpu #4

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643364101 opened this issue Apr 10, 2024 · 6 comments

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@643364101
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@EnoxSoftware
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Windows platform only, but the following solutions are available.
https://enoxsoftware.com/opencvforunity/how-to-run-dnn-modules-with-cuda-backend-support-on-windows-platform/

@643364101
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Hello, I built cuda acceleration according to your method, but to run on other computers, you need to install cuda environment, is there any good solution

@643364101
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And I don't know if it's a problem with my operation, or a bug, after using cuda acceleration, the accuracy is lost, and the red border all runs to the top left corner
1714469327696

@EnoxSoftware
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I tried it and the same problem occurred in my environment. This problem seems to be occurring with opencv itself.
opencv/opencv#24175
opencv/opencv#25512
opencv/opencv#23977

@643364101
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643364101 commented May 15, 2024

Okay, Have you considered using onnxRuntime for inference? Thank you very much

@643364101
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Or can provide the onnxRuntime pre - and post-processing code, thank you very much

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