nanmi / YOLOX-deepstream

deploy yolox algorithm use deepstream

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Results not shown #8

Closed JustdoITcom closed 3 years ago

JustdoITcom commented 3 years ago

Thanks for your job

I am currently using xavier nx. I want to use deepstream there, but the detection result is not displayed.

I got the model_trt.engine pth file using trt.py provided at https://github.com/Megvii-BaseDetection/YOLOX address.

Do I have to get the engine file using the method you mentioned at https://zhuanlan.zhihu.com/p/391693130?

Thank you

lantudou commented 3 years ago

Hi, Please refer to this issue

5

JustdoITcom commented 3 years ago

I solved this problem by following your instructions.

Thank you so much for your help.

tulbureandreit commented 2 years ago

@JustdoITcom could you offer a bit more detail about your problem?

JustdoITcom commented 2 years ago

@JustdoITcom could you offer a bit more detail about your problem?

I made the engine file properly and turned on deepstream detection, but I didn't get any result box on the screen.

However, thanks to lantudou, I solved it with net-scale-factor=1 instead of net-scale-factor=0.0039215697906911373.

tulbureandreit commented 2 years ago

@JustdoITcom thanks. which kind of model did you use? I struggle using yolox-nano or tiny. Inference won`t run unless I use yolox-s

JustdoITcom commented 2 years ago

@JustdoITcom thanks. which kind of model did you use? I struggle using yolox-nano or tiny. Inference won`t run unless I use yolox-s

I also used yolox-s . I haven't tried tiny and nano.

lantudou commented 2 years ago

please check if your model input setting is correct. because the yolox-tiny and nano input size is 416 and 416. not 640*640

---Original--- From: @.> Date: Mon, Feb 14, 2022 10:49 AM To: @.>; Cc: @.**@.>; Subject: Re: [nanmi/YOLOX-deepstream] Results not shown (#8)

@JustdoITcom thanks. which kind of model did you use? I struggle using yolox-nano or tiny. Inference won`t run unless I use yolox-s

I also used yolox-s . I haven't tried tiny and nano.

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tulbureandreit commented 2 years ago

@lantudou yep. Can jetson xavier support depthwise convolution operations?

lantudou commented 2 years ago

you can check the supported operators for your installed tensorrt version. i think the answer is yes

---Original--- From: @.> Date: Mon, Feb 14, 2022 20:24 PM To: @.>; Cc: @.**@.>; Subject: Re: [nanmi/YOLOX-deepstream] Results not shown (#8)

@lantudou yep. Can jetson xavier support depthwise convolution operations?

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