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jason-li-831202 avatar jason-li-831202 commented on June 4, 2024

The problem may be due to the version of the environment. The CUDA version I'm using is 11.4, and the TensorRT version is 8.4.x. Remember to deploy on a device that matches the environment used for converting ONNX to TensorRT.

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Handaphoser avatar Handaphoser commented on June 4, 2024

好的,谢谢,我跑onnx模型没什么问题。项目很惊艳,不过速度慢了点,大佬在提升速度有什么好的建议吗,非常感谢。

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jason-li-831202 avatar jason-li-831202 commented on June 4, 2024

inference速度會受cpu/gpu的影響,另外object detection和lanes detection使用上沒有平行運算所以inference相對較慢,也許可以使用multi-Progress的方式去處理會有所提升,在模型方面可以試著轉換fp16的精度去提升。

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Handaphoser avatar Handaphoser commented on June 4, 2024

好的,感谢感谢

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JohnsenJiang avatar JohnsenJiang commented on June 4, 2024

demo配置中的模型文件和视频文件上哪里可以下载得到?谢谢!

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jason-li-831202 avatar jason-li-831202 commented on June 4, 2024

可以參考以下issue :
#1 (comment)

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