Detectron2 Jetson NX

We are trying to run a Detectron2(MASK-RCNN) Model on an NX, but we are getting just 6FPS. Does anyone have a recommendation or experience on running this model on an NX.

Also, would Deepstream help with live video inference ?

Thanks

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Hi,

Here are some performance result for NX:

For live video, yes, it’s recommended to use Deepstream.

Thanks.

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Thanks, AastaLLL, now for a realtime 30 FPS live video fee, what would be better the new Jetson Xavier NX or the Jetson AGX Xavier, we would need to run Detectron 2 (Mask Rcnn) inferance.

@cpalomares, how did you convert Detectron2(Mask RCNN)? I am trying to convert a Detectron2 - Keypoint Detector and getting some issues. My post is here. Can you please give me any advice? Thanks.

@cogbot,
we do not have it converted and working yet, just running detector2 native on the board, no containers, but it is very slow… we are trying to get it converted.

I will share it if we are sussecfull.

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Hi,

We are going to check the Detectron2 model for Xavier and NX.
Will share more information with you both.

Thanks.

@AastaLLL, that’s great. Thank you very much.

Thank you !!!

Hi any update on this?
Thanks

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Hi,

Sorry to keep you waiting.
We are still working on this. Will keep you updated.

Thanks.

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Hi any update on this?
Thanks

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