How to deploy custom trained Mask RCNN on Jetson Nano?

Robotics & Edge Computing Jetson Systems Jetson Nano
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1

Hi, I have trained MASKRCNN on a custom dataset. I am not understanding how to deploy this trained model on Nvidia Jetson Nano.

Kindly help me with authentic sources.

2

Hi @muhammadsalam557,

Welcome to the NVIDIA Developer forums!. Your question belongs in the Jetson Nano Category. I will move it over for you.

Regards,
Tom K

4

Hi,

May I know the model format of your Mask RCNN?
If it is trained with TensorFlow 1.15.x, we have an example to run it with TensorRT as below:
https://github.com/NVIDIA/TensorRT/tree/main/samples/sampleUffMaskRCNN

Thanks.

5

Thank you

6

I have used tensorflow==1.13.1.

7

Hi,

Do you have a .pb format model from TensorFlow 1.x?
If yes, you should be able to run it with TensorRT with a similar flow as the tutorial: .pb - .uff - .trt

Thanks.